Google's search engine uses natural language processing to analyze queries.
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This is where natural language processing (NLP) comes into play.
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The technology underscored IBM's advances in natural language processing research.
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Jain says that's where the natural language processing (NLP) comes in.
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Second, it has great natural language processing for inputting an appointment.
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Baidu has built up an established proficiency in natural language processing.
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Answer: "Use Python and Natural language processing algorithm," one user said.
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AI systems are seeing similarly impressive gains outside natural language processing.
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These include satellite imagery and natural language processing of company earnings calls.
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Natural language processing helps us gauge community sentiment in poorly connected areas.
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Its search engine combines natural language processing, data science, and artificial intelligence.
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The story also misidentified neural natural language processing as natural language generation.
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We've made huge strides in natural language processing over the past decade.
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The team used IBM Watson for natural language processing and the chatbot interactions.
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The basic technologies behind voice assistants and natural language processing support this idea.
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"The team building Luka are really good with natural language processing," he said.
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Even machine learning and natural language processing can now be done that way.
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The site, which utilizes natural language-processing and machine-learning, launched last month.
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It has led to dramatic gains in computer vision, speech, and natural language processing.
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Via machine learning and natural language processing, the AI "learned" thousands of produced screenplays.
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Genee can do this because it uses natural language processing, according to the company.
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The first was a natural-language-processing system that tried to robustly interpret questions.
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It uses natural language processing to chat with customer service reps on your behalf.
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The startup's specialty is natural language processing — allowing computers to analyze relationships between words.
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More recently, the startup released an open-source library for natural language processing applications.
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Among the necessary skills for the position are machine learning and natural language processing.
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The Ozlo team is expected to join Facebook to work on natural language processing challenges.
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It's not even taking advantage of natural language processing or any type of artificial intelligence.
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Coincidentally, Facebook announced today it is integrating natural language processing tools into Messenger Platform 2.1.
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The problem is explained well by Jakob Uszkoreit, in the company's natural language processing department.
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It also employs natural language processing for inferring the quality of text feedback between students.
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The company focuses on three horizontal areas: voice recognition, natural language processing, and computational imagery.
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TalkIQ is bringing automatic speech recognition and natural language processing to previously unsearchable sales calls.
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Four years ago, I interviewed an AI researcher working on natural language processing at Facebook.
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Still others use natural language processing to improve their understanding of human speech and converse.
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Then it functions via artificial intelligence—using natural language processing and a growing knowledge base.
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Blue Canoe, for instance, does natural language processing with a focus on accent modification; Xnor.
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It confirmed his opinion that natural language processing, and even deep learning, are becoming commodities.
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The MyEye 2 is also getting better at natural language processing for interactive reading sessions.
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With regards to natural language processing (NLP), the grandfather of NLP integration was written in Python.
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That kind of inefficiency is easily automatable with today's automatic speech recognition and natural language processing.
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Beyond basic analytics, Growlabs has also implemented natural language processing for analyzing the content of emails.
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So far the code uses a mix of deep learning, Bayesian techniques, and natural language processing.
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It also uses natural language processing and a unique algorithm to sift through the myriad data.
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It combines two neural networks: One deals with image recognition, the other with natural language processing.
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Maybe a Poindexter or Hildegarde to add some natural language processing to your customer chat app?
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"What we focus on is using natural language processing for predictive recommendations and conversation," he said.
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Using natural language processing, Lighthouse then identifies footage of the dog walker and brings it up.
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Specifically, this included "knowledge-based machine learning, case-based reasoning, cognitive modelling, and natural language processing".
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It's artificial intelligence, and the actual software that we use is called Natural Language Processing (NLP).
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What's happening: Advances in natural language processing and artificial intelligence are transforming the in-car experience.
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Still, even a simulacrum of understanding has been a good enough goal for natural language processing.
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We believe AI, computer vision, natural language processing and blockchain will be the key enabling forces here.
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To do that, you need natural language processing (NLP), which breaks down a sentence to spot patterns.
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Now, some are using natural language processing to extract actual meaning from research — a remarkably difficult task.
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They apply Natural Language Processing (NLP) to understand the question being asked and provide the correct answer.
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Mike Finley is a co-founder of AnswerRocket in charge of natural language processing and machine learning.
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Engineers are focused on "natural-language processing" to improve search in tricky tongues like Arabic and Japanese.
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Their secret sauce is based on using natural language processing (NLP) to query publicly available law documents.
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It also lends itself to automation, thanks to recent advances in machine learning and natural language processing.
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Created in 2016, SQuAD is used as a benchmark to measure AI's progress in natural language processing.
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They're toying with natural-language processing to sift central bank commentary for clues on future monetary policy.
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He says the underlying technology behind Hound is built around a unique approach to natural language processing.
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In October the company purchased VocalIQ, a British company focused on voice recognition and natural language processing.
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The company uses natural language processing to link interview candidates with the right interviewers inside an organization.
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My team develops the natural language processing system that analyzes members' posts related to patterns and emotions.
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Moveworks uses AI and natural language processing to help businesses process tech support requests and issues faster.
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Microsoft says it is now using Graphcore's chips for internal AI research projects involving natural language processing.
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This will allow players to put Watson's natural language processing abilities to use while commanding the Aegis.
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Increasingly, that involves artificial intelligence like natural language processing (NLP) to provide on the fly transcription services.
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It uses machine learning algorithms, natural language processing and collaborative filtering methods to help determine listener preferences.
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She's a chatbot, created with the natural language processing of Microsoft and the industrial automation of Rockwell.
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Ms. Brillman, 27, is a research scientist focusing on natural-language processing at Spotify in Somerville, Mass.
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The tool uses natural language processing to ask follow-up questions about specific people and places mentioned.
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To do natural language processing (speech recognition, transcription, translation, etc.), they drew on the field of linguistics.
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"When it comes to technology and things like natural language processing, Google will lead the way," says McNamara.
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TipRanks uses a natural language processing algorithm to rank analysts based on their success rate and average return.
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The researchers' predictions touch on natural language processing, machine learning, agricultural software, and virtual reality, among other topics.
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Grammar parsing is relatively advanced; it is the domain of the well-established field of "natural-language processing".
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Klarity wants to automate parts of the contract review process by applying artificial intelligence, specifically natural language processing.
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The pre-defined structure takes variability out of the experience and removes the need for natural language processing.
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Users text My90 anonymously about their interactions, and My90's dashboard analyzes the results using natural language processing.
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They cover a range of sub-disciplines, including computer vision, data analysis, speech recognition, and natural language processing.
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Founded by academics, Fano Labs uses speech recognition and natural language processing to help out at call centers.
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Most natural language processing (NLP) technology is based on machine learning, whereby computers identify patterns in large datasets.
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Of course, natural language processing algorithms on Earth don't really understand the meaning of the text they analyze.
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The company says intelligent search uses natural language processing to pair Reddit content with the appropriate search terms.
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David Sibelius is the director of the Steiner Lab, a computer science laboratory specializing in natural language processing.
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It required months of work by some of the best researchers in the field of natural language processing.
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Applied AI machine learning and natural language processing can be used to solve a variety of business problems.
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Natural language processing (NLP) is a field of AI which allows machines to interpret and comprehend human language.
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Microsoft Research India investigates machine learning, natural language processing, algorithms, cryptography and data sciences for the tech giant.
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The Veterans Health Administration has been using natural language processing to build its analytical capacity for a decade.
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Natural language processing deals with how systems parse human language and are able to make decisions and derive insights.
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The site uses a natural language-processing algorithm to rank and track the latest recommendations from over 5,763 analysts.
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Considering how advanced natural language processing is, it's pretty disappointing how limited many of these bots are so far.
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This audio search technology is much different from others that rely on natural language processing, according to the founders.
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With a dash of natural language processing, GoodTime is helping recruiting teams match job applicants with the right interviewers.
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The work will be presented next month at the Empirical Methods in Natural Language Processing conference in Hong Kong.
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Quiki uses natural language processing to turn previous conversations between support reps and customers into FAQs everyone can access.
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The bot's natural language processing works well and not as programmatically as some others I've had to deal with.
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The Palo Alto startup does this by offering up article extracts from published science papers using natural language processing.
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And when it comes to natural language processing, Google says that its AI is approaching human levels of understanding.
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Advancements in AI technology have paved the way for breakthroughs in speech recognition, natural language processing and machine translation.
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Using natural language processing and AI, these devices understand what we are asking and supply us with useful information.
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Salesforce's Einstein press release has all the buzz phrases, such as deep learning, predictive analytics and natural language processing.
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Text Analysis uses Natural Language Processing to linguistically understand the text and apply statistical techniques to facilitate the analyses.
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From a technical perspective, the team is focusing their efforts in two places — natural language processing and expert systems.
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The first improvement is natural language processing, which allows users to search via voice recognition or typing in text.
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Facebook announced today that it's acquired London-based artificial intelligence firm Bloomsbury AI, which specializes in natural language processing.
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They were natural language processing at No. 2, neural networks at No. 5 and image processing at No. 8.
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But there is no other service that employs natural language processing across the web to generate its suggested listening.
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Advancements in natural language processing made it easier to build software that understands our requests and personalizes its responses.
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The market for natural language processing technology is expected to grow at the highest rate during the forecast period.
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Some of these are useful, but until natural language processing improves you're probably better just doing the task yourself.
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More specifically, Alibaba Group said researchers will look at machine learning, network security, visual computing and natural language processing.
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And knowing the difference between an affirmative "great!" and a sarcastically disappointed one is important for natural language processing.
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He developed his AI chops earning a masters at Cambridge before working on natural language processing research for Microsoft.
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The team explained in an interview that in natural language processing, meaning is determined by looking at nearby words.
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In response, the company says it uses machine learning and natural language processing to monitor the items it sells.
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It employs methods from data mining, natural-language processing and computer vision to create powerful search and discovery experiences.
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It leveraged Wikipedia to amass a dataset of 100,000 high-quality sentences, integrated the natural-language processing tool Spacy.
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Like Mr. Zettlemoyer, both specialize in natural language processing, and both say they received offers from multiple internet companies.
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Natural language processing, which is a subset of artificial intelligence, is "of particular interest" to the company, Dean said.
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Natural language processing algorithms have been shown to be worse at recognizing and categorizing African American dialects of English.
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In 1993, she wrote, with Julia R. Galliers, "Evaluating Natural Language Processing Systems," the seminal textbook on the topic.
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In Time's Up, we're using AI and machine learning and natural language processing on what we're putting on screen.
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It's kind of a no-brainer, especially considering all the work that's being done right now in natural language processing.
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To identify superfans for each respective brand Zyper works with, the startup employs computer vision and natural language processing technology.
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Between the major cloud providers, there are already a myriad of natural language processing tools available for machine learning developers.
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We use natural language processing to read and interpret tenancy agreements, and there's very little 'human' input to our work.
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More and more, people are using the tools of natural language processing and AI and big data with court opinions.
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It then uses natural language processing (NLP) and natural language understanding (NLU) to read the documents as a human would.
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Watson Elections uses natural language processing based on what each candidate said in the press to determine their overall mood.
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The automated system takes advantage of the natural language processing capabilities in Messenger's platform to understand what people are saying.
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Natural language processing has seen incredible advances and we finally don't need to be a machine to talk to one.
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And as a reminder, even though Google's Duplex is quite a feat, natural language processing (NLP) is far from solved.
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Natural language processing provides a landscape of difficult problems for AI researchers, and sentiment analysis poses its own myriad challenges.
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We use a natural language processing algorithm to rank analysts based on two factors: Average return of buy-sell recommendations.
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Hilton's version is powered by Watson software, which mostly helps with natural language processing so Connie can understand human speech.
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A natural language processing system enriches this information and allows separate predictive models to make connections between events and people.
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AI access to and use of data, which is essential for developing any AI and natural language processing-based systems.
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Yext, on the other hand, has supposedly spent two years building its own search engine, with natural language processing technology.
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Maio-Smith said that, thanks to natural-language-processing software, Artificial Eva was getting steadily better at responding to visitors.
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We used a natural language processing algorithm to rank analysts based on two factors: Average return of buy-sell recommendations.
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Jibo, designed at M.I.T., uses speech and facial recognition, and natural language processing, to learn from its interactions with people.
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The software then uses Natural Language Processing to translate that question into a formula and gives you an instant answer.
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With its new developer platform, companies can use Clinc's system to integrate the company's natural language processing into their products.
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So we see a lot of demand for natural-language processing and for predictions around streams of data, like logs.
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But for now, natural language processing still remains one of the most challenging frontiers in the field of artificial intelligence.
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Why it's a good bet:Computer vision and natural language processing are two of the hottest areas in the AI industry.
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As someone with an interest in AI and natural language processing, I could see that there's something to hype here.
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As for who will use the technology, the founders say they're targeting companies in the natural language processing space first.
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The insurance industry, for example, has begun using artificial intelligence tools like machine vision and natural language processing to handle claims.
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The result is a 3D AI-hologram version of Gutter that uses natural language processing to answer questions in real time.
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The so-called natural language processing — the ability for machines to understand human speech — has been developing at a rapid pace.
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The AirPods do stuff like this with Siri, too, but in my experience, Google is just better at natural language processing.
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Watson will use natural language processing to parse tax documents and relate statements back to the 74,000-page federal tax code.
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Microsoft announced this morning that it has acquired Maluuba, a Toronto startup focused on using deep learning for natural language processing.
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Using a natural language processing engine that understands slang and emotion, the company can instantly create GIFs that represent their words.
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The conversation felt almost absurdly natural, due in large part to the foundation's development of its own natural language processing system.
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That last bucket includes startups like AssemblyAI, building a speech-to-text API, and Plasticity, building a natural language processing API.
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The companies also plan to use technology like natural language processing and machine learning to help clinicians diagnose and treat patients.
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For natural language processing—like speech recognition, or language generation—engineers have found that "recurrent" neural networks seem to work best.
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CNNs are widely used for visual recognition tasks but also other domains, like playing Go, natural language processing, and drug discovery.
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"Yotpo uses natural language processing to ensure that reviews are classified accurately by both star ratings and textual analysis," says Tagrin.
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Maluuba focuses on natural language processing, in service of pursuing general artificial intelligence, or building computers that can think like people.
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Deep learning has since found its way into many other fields, including voice recognition, natural language processing, fraud detection and arts.
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Natural language processing technology is paving new market opportunities majorly in the field of media & advertising, retail, and finance, among others.
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They built their AI using natural language processing techniques that had already been developed and disseminated throughout academia and the industry.
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Then, Glint's software-as-a-service uses machine learning, natural language processing and predictive analytics to identify key areas for improvement.
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Moveworks is a cloud startup that uses AI and natural language processing to process enterprise IT tickets faster and more efficiently.
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A.I. encompasses a number of different technologies, including robotics and autonomous vehicles, machine learning and natural language processing, and deep learning.
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You'll gain knowledge not only in data analysis, but also in machine learning, data visualization, web scraping, and natural language processing.
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Advances in natural language processing and buzzword terms like "machine learning" allow increasingly sophisticated communication between humans using artificial intelligence programs.
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Javi Rameerez, the Madrid-based developer who created Guard's software, is interested in AI systems dedicated to natural language processing (NLP).
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His academic background is in Linguistics, and he takes a particular interest in the areas of machine learning and natural language processing.
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Its platform includes natural language processing-based tools for documenting health complaints and care recommendations, and is integrated into apps with APIs.
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Beijing-based Mobvoi is a five-year-old startup specializing artificial intelligence, and in particular voice recognition and natural language processing tech.
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The tool, which uses natural language processing to harvest quotations from its trusted media sources, is the work of a French team.
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These services today include image recognition, translation and natural language processing and will ultimately include more advanced forms of interpretation and reasoning.
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Initially, Lea tried building a bot that used natural language processing (NLP, which understands language) to aid with users' inquires about tickets.
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Natural language processing and the semantic web means that resumes, transcripts, test results and job descriptions are increasingly online and machine-readable.
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This tool uses computational linguistics and natural language processing to determine if each tweet expresses a negative, neutral, or positive overall attitude.
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If you're at all interested in scientific publishing or natural language processing, the preface by the authors is well worth a read.
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Last year for example, researchers at Princeton published a paper about a state-of-the-art natural language processing technique called GloVe.
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They started applying machine learning to the natural language processing and saw improvements in speech recognition and understanding queries over background noise.
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The search engines we use daily rely on the natural language processing discoveries made by one female computer scientist, Karen Spärck Jones.
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NLP refers to natural language processing — essentially, how a computer turns a human's spoken or written request into instructions it can process.
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Rokid's 90 person team consists of 15 PhDs and 21 masters holders working on problems like natural language processing and computer vision.
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While natural language processing is no joke, teams will be starting with something that even humans can't do very well in conversation.
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RASA NLU, a new open source API from LASTMILE, supports developer's bot efforts by reducing the barriers to implementing natural language processing.
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For another customer, it can mean making common sense language connections to ensure natural language processing models can understand language in context.
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And she was the lead developer on a project using natural-language processing to search lung cancer patients' records for treatable mutations.
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It was created by Google researchers a couple of years ago to create word embeddings in order to inform natural language processing.
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It's intended to feel like just another co-worker, relying on natural language processing to make the exchange feel chatty and comfortable.
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Founded in 2013, Glint's platform conducts employee surveys and then analyzes the results using machine learning, natural language processing and predictive analytics.
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Watson's core strength, dating back to the "Jeopardy!" competition, is its ability to read and interpret words, known as natural-language processing.
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They've applied their own natural language processing system to these videos, so that you can have a very natural sounding Q&A.
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Ada was home-schooled by her father, joining him in his laboratory as he worked to develop natural language processing for computers.
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Its core skill is its ability to digest and classify vast amounts of text, using what is known as natural language processing.
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Sal Parsa and Joel Simonoff met at UC Berkeley, where Parsa was pursuing an MBA and Simonoff was working on natural language processing.
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Now "Watson" represents a whole array of AI technologies built and acquired by IBM—including sentiment analysis, voice recognition, and natural-language processing.
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The startup is using IBM Watson for at least some of its natural language processing capabilities, but the team shied away from elaborating.
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When I asked what Intel chip was inside, the Intel representative would only say that it's an embedded system with natural language processing.
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Last year Amazon announced Comprehend, a natural language processing tool to help companies extract common words and phrases from a corpus of information.
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She is collecting audio data from radio stations to ensure that "natural language processing" software (such as Google Translate) can manipulate African languages.
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The natural-language processing to detect trolls, racism and insults isn't hard, and Tweets as a data genre have been analyzed to death.
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But rather than manually cobble this info together, Volley uses cutting edge machine learning and natural language processing to do it all automatically.
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The Turing test is a bit more complicated than that, but the concept is still useful as a benchmark for natural language processing.
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The Lens platform combines the company's most cutting-edge advances in computer vision and natural language processing with the power of Google Search.
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It uses a combination of machine learning algorithms, natural language processing and collaborative filtering methods to help determine listener preferences, the company says.
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Another area of major development is with natural-language processing, which is used to analyze audio and recognize and respond to spoken words.
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Google sends a "Voice HAT" (hardware accessory on top) that brings natural language processing to the Pi via the HAT board and speaker.
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Sentiment analysis technology grew out of Stanford's Natural Language Processing Group, which offers free, open source language processing tools for developers and academics.
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Here are the new hires: Former IBM, Microsoft and AT&T Labs researcher Kenneth Church, an influential research scientist in natural language processing.
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First, the company has been working on natural language processing capabilities so that you can have a normal conversation with your virtual agent.
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Technically, dictation isn't the same as Siri, though it's powered by the same natural language processing at the heart of Apple's voice assistant.
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The software features an easy patient check-in system and uses AI natural language processing to find out more from the incoming patient.
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Over the next two days, Microsoft showed me a wide range of applications for its advancements in natural language processing and machine learning.
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But thanks to advancements in natural language processing, now you actually can just yell what you want from the internet into your phone.
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API and open-source tools mean startups don't have to waste resources on things like natural language processing or image recognition, Jhingran says.
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It's been working on natural language processing far longer than Amazon, and one-fifth of US searches on Android are done using voice.
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Organizations, for example, could relatively easily develop and use technology like natural language processing to understand, organize, and consume vast amounts of documents.
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She uses natural-language processing (computers dealing with human language) to advance oncology research by accessing clinical data from medical records more quickly.
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Other tech nonprofits, like Dost Education, forecast using natural-language processing down the line to monitor their impact assessments with teachers and parents.
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Home and the messaging app, in particular, rely on natural language processing and image recognition that Google has been working on for years.
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IBM narrowed in on the goals it thought corporations would need most: evaluating the trustworthiness of the algorithms, automation, and natural language processing.
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The company has introduced tools like AutoMod, which uses machine learning and natural language processing to identify and block inappropriate content during chats.
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After ingesting the audio, Audioburst leverages technologies like A.I. and natural language processing to understand not just what's being discussed, but also the context.
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Those microphones are backed by Intel's Real Speech technology, a natural language processing system that can respond to commands and questions, and follow context.
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It also says that Natural Language Processing and Natural Language Understanding haven't developed to the point where they can support higher-quality voice apps.
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Natural-language processing, where AI-based systems are unleashed on text, is starting to have a big impact in document-heavy parts of finance.
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The platform uses natural language processing and machine learning techniques to power some of its unique features, like personalized recommendations and in-audio search.
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But Leena AI also uses natural language processing to understand a company's unique terminology or just the unusual ways someone might ask those questions.
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The vast landscape of the spoken and written word and its big data counterpart in natural language processing is especially troublesome in this way.
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Beyond that, Kakao I features support for speech and image recognition, text-to-speech, natural language processing, image recognition and chatbots, the company said.
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For example, gaming engineers are the highest paid group in New York, while demand for natural language processing engineer salaries are soaring in Toronto.
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The research has been carried out by an AI startup named Primer as a demonstration of the company's expertise in natural language processing (NLP).
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The chip, dubbed "Eyeriss" could allow mobile devices to perform tasks like natural language processing and facial recognition without being connected to the internet.
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Tech giant IBM wants to bridge this gap by taking advantage of the natural language processing capabilities of its flagship artificial intelligence platform Watson.
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It says it uses techniques like distributed web crawling, deep neural networks and natural language processing to essentially reorganise and order the public Internet.
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Tone Analyzer employs "sentiment analysis," a field of natural language processing that analyzes the tone and emotion with which people write about certain subjects.
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Christopher Manning, a Stanford University computer scientist who specializes in natural language processing, addressed the issue during a recent speech in San Jose, Calif.
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TipRanks uses a natural language processing algorithm to rank analysts based on two factors: average return and success rate of their buy-sell recommendations.
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But then being able to filter out all the noise is the key thing — so that's a combination of natural language processing and machine-learning.
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The Facebook-owned company builds developer tools for natural language processing to help engineers build speech and text chatbots faster and with less technical experience.
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We used a natural language processing algorithm to rank analysts based on the following factors: Here are the 10 best-performing technology analysts to follow.
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"Humans invented language and it's probably the most sophisticated thing we've done so far," said Salim Roukos, an IBM researcher focused on natural language processing.
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The New York-headquartered company is shuttering the GoButler consumer-facing service altogether in favour of offering natural language processing technology to third-parties. Angel.
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But the main differentiating factor is that Whyd has been working on natural language processing, integrating with Google Cloud Speech and optimizing for music playback.
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The improvements include a new autocorrect feature which will help by suggesting corrections to misspelled search terms, as well as support for natural language processing.
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So essentially the algorithm is optimizing for quality over quantity right now, but that should equalize as the natural language processing gets better over time.
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What's new: Advances in natural language processing technology mean drivers can now converse with their car in a way that is both safe and helpful.
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Google today announced a pair of new artificial intelligence experiments from its research division that let web users dabble in semantics and natural language processing.
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We use a natural language processing algorithm to rank analysts based on two factors: Here are five favorite conumer stocks from the best-performing analysts:
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That hype has died down, but the advances in natural language processing that led to it were real, and entrepreneurs continue to test new applications.
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"The makers of @TayandYou absolutely 10000 percent should have known better," thricedotted, a veteran Twitter botmaker and natural language processing researcher, told me via email.
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And now, the maturation of natural language processing (NLP) technologies means that we have started to "talk" to our phones, our cars and our toys.
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As we have described before, Glint works by way of employee surveys, which it then analyzes using machine learning, natural language processing and predictive analytics.
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For example, Amazon's voice assistant Alexa, which is in its Echo speaker, relies on natural language processing – the ability for computers to understand human speech.
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Among the AI pieces it is including in the platform are advanced machine learning, deep learning, predictive analytics, natural language processing and smart data discovery.
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It said natural language processing and machine learning are being used to read and interpret regulatory requirements, then pinpoint gaps in an organization's compliance program.
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The first challenge in such a system is the same as in any natural language processing system, which is just making sense of human speech.
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As of now, the company is offering computer vision and natural language processing tools that can respond to Twitter, Slack, Google Drive, Facebook and more.
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The idea is that complex algorithms that use natural language processing will flag racist or violent speech faster and better than human beings possibly can.
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UiBot enables integration with Laiye's native and third-party AI capabilities such as natural language processing, optical character recognition, computer vision, chatbot and machine learning.
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For example, according to these reports, if you're pursuing a career in engineering, you should focus on learning Tensorflow, Apache Spark, and natural language processing.
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But in the field of AI — and in particular in natural language processing, which was used for this task — a lot has happened since 33.
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The customer-support center, for example, may be experimenting with natural language processing, while the compliance team builds an AI tool to better monitor fraud.
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We ran both candidates' speeches through a sentiment analysis tool, which uses natural language processing to determine if a statement is negative, neutral, or positive.
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Using machine learning and natural-language processing, Proven's AI engine pores through the data to decipher what ingredients will work best for specific individuals and environments.
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The long term vision is that once you've connected Gluru to your various data sources the startup's natural language processing and machine learning handles the rest.
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Natural language processing is still hard for computers, and a system trained to understand papers in a particular field might fail when reading another field's work.
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Coming in the form of software libraries, semiconductors, sensors and know-how, there is an approachable list to consider in revolutionizing your market: Natural language processing.
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Ella is a chatbot created in 2000 by Kevin Copple, a programmer based in China, as an experiment in natural language processing (NLP) for artificial intelligence.
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Meanwhile, Tel Aviv-based Wibbitz uses natural language processing and algorithms to scan text captions and news articles to understand what a story is basically about.
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The problem is "it cannot scale to millions of people" says Facebook M product manager Laurent Landowski, who co-founded the natural language processing startup Wit.
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Those working in the field of natural language processing view spell check, which has been around for nearly half a century, as a pretty remedial problem.
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He used a great deal of natural language processing and keyword taxonomy in that product and, in turn, moved some of that to his CV service.
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His team is responsible for building the core AI technology for Alexa's natural language processing and dialog management, among other key capabilities, his LinkedIn profile says.
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Yet most languages are being left out by the advances in artificial intelligence centered around natural language processing led by researchers in the U.S. and China.
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But in addition to that, it's also been looking to hire engineers with expertise in speech and natural language processing (see here, here, here and here).
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Even the best natural language processing program generally achieves 70 percent to 75 percent accuracy, which means more than a quarter of posts would be misinterpreted.
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Another is keyboard liberation, or using natural language processing of speech to synthesize notes and eliminate the ultimate source of distraction and dislike in medical encounters.
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This freely available data set is machine-readable, so researchers can create and apply natural-language processing algorithms, and hopefully accelerate the discovery of a vaccine.
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Natural-language processing tools, for example, have been shown to accurately analyze the text of social media posts only 70 to 80 percent of the time.
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Great for programmers of all skill levels, the class does a thorough job of covering Python basics like web scraping, data visualization, and natural language processing.
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With it, they acquired the talents and expertise of CEO Richard Socher, who immediately became Salesforce's Chief Scientist, contributing his deep learning and natural language processing knowledge.
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In a step forward, the company also hopes to use things like natural language processing and deep learning to help customers query their genetic data on demand.
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Google does a great deal of research into natural language processing and synthesis, but not every project has to be a new Assistant feature or voice improvement.
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They use natural language processing to determine how call center agents are interacting with customers and offer up suggestions as to what they might be doing better.
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And yes, natural language processing is incredibly complicated, but I don't think that's the issue: the smart assistants themselves explicitly say that the software doesn't allow it.
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When the WSJ says Bixby will "rely" on S Voice, does that means on its natural language processing skills, or on its ties to Samsung's native apps?
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"The other problem was a lot of the natural language processing tools out there really take a simplistic approach to understanding what a user says," he adds.
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One is natural language processing, in which the machine listens to a person, reads what they've been writing, and adds some intelligence to make that all easier.
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But one of the coolest applications of natural language processing is coming from Microsoft: they recently pushed out a feature in Skype to translate on-the-fly.
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Watson, IBM's Jeopardy-aceing robot, uses natural language processing to interact with and process data, by converting speech to a scalable search through the World Wide Web.
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The company is using a partnership with natural language processing engine, Watson, to transcribe the text and incorporate it into a video for distribution on social networks.
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Enter Castbox, an app that uses natural language processing and machine learning techniques to power some of its unique features, like personalized recommendations and in-audio search.
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The tool takes advantage of natural language processing, an inference engine and natural language generation — fairly sophisticated AI technology — to undertake initial email contact with sales leads.
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The natural language processing work is intuitive; 90 percent of the challenge in building a system like Aiden is deriving the intent of any given user query.
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Through the use of artificial intelligence, including natural language processing, machine learning and computer vision, AntiToxin can identify the intent of behavior to determine if it's malicious.
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Behind the curtain, Riminder uses a cocktail of computer vision and natural language processing to build profiles of what ideal resumes should look like for specific roles.
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Total Raised: $22015 million Smart security camera maker Lighthouse AI had a promising product with a natural language processing system that allowed users to navigate their footage.
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Right now Google says TensorFlow Lite is tuned and ready for a few different vision and natural language processing models like MobileNet, Inception v3 and Smart Reply.
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The device is a pint-sized, shuffling Albert Einstein that uses natural language processing, and other artificial intelligence capabilities, to comprehend and answer kids' questions about science.
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A week before this announcement, Microsoft acquired natural language processing and AI startup Maluuba, which was founded by Waterloo graduates Kaheer Suleman and Sam Pasupalak in 1823.
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Klarity, a member of the Y Combinator 2018 Summer class, wants to automate much of the contract review process by applying artificial intelligence, specifically natural language processing.
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Harris and Chang met while working on natural language processing and machine learning for the gargantuan that Gates built before Chang absconded to Jeff Bezos' Amazonian environs.
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But there's also a machine learning and natural language processing-powered document search tool that can sort through SEC documents, earnings call transcripts, press releases and more.
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Quill, a free online tool that helps students measurably improve grammar and writing, discovered that natural-language processing was essential to remedy students' struggles with sentence fragmentation.
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But given the history of natural-language processing systems that exploit giveaways and are "right for the wrong reasons," it's essential to more fully probe these claims.
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Fortunately, the widespread digitization of text, combined with enhanced capabilities for natural-language processing, is beginning to give us new insights into the history of economic narratives.
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The benefits and the drawbacks of both approaches to intelligence show clearly in "natural language processing": the system by which machines understand and respond to human language.
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In a blog post, Lore said the tech giant has made "significant investments in natural language processing and artificial intelligence to deliver a powerful voice shopping experience."
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TipRanks uses a natural language-processing algorithm to rank analysts based on two factors: average return of buy-sell recommendations and success rate of buy-sell recommendations.
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The company says that there will be three key subjects covered by the research team in Zurich going forward: Machine Intelligence, Natural Language Processing & Understanding, and Machine Perception.
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In his view, the "killer application" for health care is voice for applications like transcribing physicians' medical notes, which leverage technologies like machine learning and natural language processing.
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Baidu is known for having unique technical expertise in natural language processing and it's recently been putting resources into self-driving cars and other specific deep learning applications.
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It's based on cutting-edge natural language processing (NLP) techniques developed by Google researchers and applied to its search product over the course of the past 10 months.
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It is one of the major fields of study in computer science and encompasses subfields such as robotics, machine learning, expert systems, general intelligence and natural language processing.
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Zuckerberg explained that with AI and natural language processing combined with human help, people will be able to talk to Messenger bots just like they talk to friends.
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Instead of normal CPUs, Nvidia's windfall has been the wild demand for technology that can support emerging products like self-driving cars, image recognition and natural language processing.
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But that that won't stop Facebook from trying to convince people that fundamental chatbot technologies, like natural language processing and automated responses, are still useful, especially for businesses.
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ELMo is open source, too, like all the work from the Allen Institute for AI, so any company with natural language processing needs should probably check this out.
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In particular, Natural Language Processing technology can draw connections among the vast universe of words contained in millions of documents which form the basis of the regulatory system.
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Pyxai gives job applicants a 30 minute quiz that it analyzes with natural language processing to assess what they can do and if they'll mesh with existing staff.
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Of course, because of natural language processing constraints and machine learning model training time, this full vision is at least a couple of years out, according to Messina.
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Twiggle's natural language processing strives to replicate the experience of walking into a store and asking a sales associate to help you find something by supporting complex queries.
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Now, thanks to advancements in natural language processing, smarter bots that understand text are being baked directly into the most popular communication channels on mobile and the web.
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In fact, much of what gets hyped in deep learning circa 2017 reduces to the same root problems, such as object recognition, speech recognition, and natural language processing.
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Those labs will undertake projects in areas of data intelligence, Internet of Things, financial technologies, quantum computing and human-machine interaction, including machine learning and Natural Language Processing.
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The startup is essentially a sports statistics database that can be queried by natural language processing, and it also answers questions using the voice of your favorite athlete.
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Microsoft offers a number of machine learning tools as part of its Cognitive Services API scheme, letting developers access features such as natural language processing in the cloud.
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The phones pick up and process the audio into text using a series of complex algorithms, then they apply natural language processing to understand what the user meant.
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Using machine learning and natural language processing, its content intelligence tools help teams create great content, based on the same style, terminology and brand voice across an organization.
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This is mainly due to shortfalls in natural language processing and the trial-and-error process of developers actually figuring out how users are going to use bots.
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Using open source tools and online training programs, Quill's technical team built its own fragment detection algorithm powered by a combination of machine learning and natural-language processing.
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State machines happen to describe a very large number of different things, from natural language processing algorithms to neurological systems to something as simple as a vending machine.
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The 600-square-foot lab provides workstations for students to take tutorials in areas such as robotics, natural language processing and smarthomes, and to design their own projects.
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Metabiota, like BlueDot, uses natural-language processing to evaluate online reports about a potential disease, and it's also working on developing the same technology for social media data.
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Alexander Rush, an assistant professor at Harvard who studies natural language processing and computer translation, said that internal quality filters would probably catch that type of manipulation, however.
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Last year, Keyvan Mohajer, founder and CEO of natural language processing start-up SoundHound, told CNBC that Siri's quality could improve faster if developers could innovate on the platform.
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Natural language processing and dictation will allow physicians to use any words they like while recording notes into an EMR, as opposed to drop-down menus and pick-lists.
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It's more of a pre-packaged solution, but it still takes advantage of the same natural language processing (NLP) and machine learning as its more complex and flexible cousin.
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Natural language processing is used to parse the text posted on social media, for example, to distinguish between someone discussing the news and someone complaining about how they feel.
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Founded in 2015 as a personal shopping chatbot, Mezi builds its own deep learning and natural language processing systems instead of using services by IBM Watson and other providers.
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Researchers also used what is called "word embedding," which is the process of utilizing vectors to map out words and phrases often used in natural language processing for machines.
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We used a natural language processing algorithm to rank analysts based on the following factors: Here are the 10 best-performing technology analysts and which stocks they currently recommend.
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With the additional funding, SnapTravel says it will invest further in its Natural Language Processing (NLP) capabilities in order to reduce the reliance on human agents as its scales.
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They're mostly clumsy shells for virtual assistants, where the innovation comes from improved natural language processing, and interconnected services that allow you to order a pizza with your voice.
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A professor at the Massachusetts Institute of Technology, her work focused on natural language processing – training computers to understand human speech – until a breast cancer diagnosis three years ago.
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Orcadex is a business intelligence platform focused on the blockchain and cryptocurrency verticals, collecting data via machine learning and natural language processing to offer analysis and insights to customers.
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For Microsoft, teaching a bot to draw an image from text completes the circle of other work its been doing in this computer vision and natural language processing space.
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New tools, including ones that incorporate artificial intelligence (AI) — mostly machine learning and natural language processing — are changing the ways in which salespeople do their day-to-day jobs.
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But based on the difficulties that plague natural language processing algorithms, there's always the possibility that playing Bridge Crew with Watson will be worse than just playing by yourself.
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In the second category, we see intermediate services that allow companies to plug and play pre-trained models for tasks like image tagging, natural language processing or product recommendations.
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At the same time, they're tapping Chinese AI startups specializing in natural language processing and other voice tech for the products they sell domestically where American companies face barriers.
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The "natural language processing" technology was developed for IBM Research's Project Debater, the AI machine that became the first to compete against a world class human debater last year.
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Unless you're versed in the basics of machine learning and natural language processing, you probably didn't realize that human review is still an essential part of developing voice software.
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Researchers then applied this test data into a larger algorithmic model run using natural language processing on 56 million tweets and saw that these biases were only further reinforced.
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By combining neural networks, symbolic reasoning and new natural language processing techniques, Ardis AI can serve companies that don't want to hire teams to do data extraction and labeling.
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AI algorithms that perform character recognition and natural language processing could read the cursive and summarize the text, before a software robot inputs the text into, say, a website.
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These courses cover natural language processing, computer vision, data visualization, and artificial intelligence basics, and will ultimately teach you to build machines that learn as they're fed human input.
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"There are definitely jobs that we thought we couldn't automate five years ago that we are automating now, using technologies like natural language processing and voice recognition," he said.
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We used a natural language processing algorithm to rank analysts based on two factors: Here are the five best-performing technology analysts and the stocks they are recommending for 2017.
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Core ML boosts tasks like image and facial recognition, natural language processing, and object detection, and supports a lot of buzzy machine learning tools like neural networks and decision trees.
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Gesture recognition and natural language processing make perfect sense in the vehicle, and will make it easier for drivers and passengers to adjust driving settings, control the stereo and navigate.
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She is a researcher at MIT CSAIL, and will be packing up for New York to explore Natural Language Processing as part of NYU Center for Data Science after graduation.
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The key aspect of this is that Amazon is handling all of the complexity, allowing developers to add customized lists without having deep machine learning or natural language processing background.
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Ultimately, Iordanov says, the hope is that advances in natural language processing and semantic analysis will be incorporated into Granthika, making the program smart enough to do its own tagging.
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The chatbots rely on natural language processing technology developed by Rulai, and the customization toolkit the company has built will let managers with no coding experience create their own scripts.
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As communications tools get wired together — as audio transcription and natural language processing technology improves, and as trackable digital communication supplants the messy sneakernet — the infrastructure is falling into place.
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But no amount of natural language processing or extra functionality can fix my core problem with Siri, and voice assistants in general: I just don't want to talk to them.
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The startup will also work on growing its AI capabilities beyond natural language processing, deep learning, and reinforcement learning, in addition to accelerating commercialization of its robotic solutions across industries.
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Specifically they're offering two APIs for developers to build "more robust conversational interfaces", as they put it — with the aim of becoming a "centralized solution" for Natural Language Processing (NLP).
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It launched the AI Lab in April 2016 and opened its first U.S. research center in Seattle a year later to work on speech recognition and natural language processing (NLP).
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The product uses machine learning and natural language processing to build a lexicon of common customer service interactions for each business using old text and email interactions as training material.
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We need all these communities, security, machine learning, natural language processing, to talk to each other — we can't just hide the model, or delete it and pretend it never happened.
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While researchers have made significant progress in areas like natural language processing and context awareness, those advances don't necessarily offer more practical utility in the implementations that are available today.
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It's built on an artificial intelligence foundation that combines Machine Learning (ML), Natural Language Processing (NLP) and Named-entity Recognition (NER) to improve the results from the speech recognition engine.
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It's an expensive problem to have, and exactly why the company is currently buying and developing software that specializes in natural language processing to handle this problem with artificial intelligence.
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Li himself is an expert in natural language processing, with a PhD in Computer Science from John Hopkins, and a former Google US research scientist who specialized in machine translation.
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It wants the interaction between a customer and a search engine to resemble that between a customer and a sales person, solving difficult natural language processing problems along the way.
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Earlier, Deep Blue, aka Watson, outperformed the opponents on Jeopardy, a knowledge contest, and proved that machines can be made superior to humans regarding natural language processing and information retrieval.
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We used a natural language processing algorithm to rank analysts based on two factors: Here are the five best-performing industrial analysts and the stocks they are recommending for 2017.
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Machine learning, machine vision, and natural language processing are all strands of AI that are being developed by technology giants such as Amazon, Alphabet's Google and Facebook for various uses.
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Instead, Pandora leans on natural language processing to parse the content of a given podcast episode, assigning descriptors related to content type, production style, the host profile, and lots more.
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Microsoft argues that it has the best "brain," built on nearly two decades of advancements in machine learning and natural language processing, for delivering a future powered by artificial intelligence.
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While he maintains that humans are necessary for improving natural language processing, Rudnicky also believes that it's incredibly unlikely for a voice command to get traced back to one individual.
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We used a natural language processing algorithm to rank analysts based on two factors: Here are the five best-performing financial analysts and the stocks they are recommending for 2017.
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Though Le argues Watson uses natural language processing to understand medicine based on medical papers and says that doesn't translate to the same language patients use to describe their symptoms.
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Their prototype system, which was presented last week at the IEEE International Conference on Acoustics, Speech, and Signal Processing, is based on the machine learning subfield of natural language processing.
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Ray, whose background is in natural language processing, said his philosophy changed after Sunspring: his new company is focused mostly on analyzing human writing rather than trying to emulate it.
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Companies will now be able to use IBM's natural language processing tools to more efficiently and effectively comb through documents and conduct research, field incoming communications and improve customer service.
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However, more intricate interaction with all these virtual assistant apps is coming as companies expand their research into the scientific areas of artificial intelligence, machine learning and natural language processing.
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Moving on, Facebook bought a small team of artificial intelligence experts who were working on Ozlo, a smart virtual assistant that seemed to do rather well with natural language processing.
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City: Mountain View, CAYear founded: 2016Total funding: $108.15 millionValuation: $390 millionWhat it does: Moveworks uses AI and natural language processing to help businesses process tech support requests and issues faster.
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As Brandon Reeves from Lux Capital wrote, there's been a ton of progress when it comes to computer vision and image processing, but natural language processing has been lagging behind.
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Naturally, the AR glasses would have natural-language processing that could be passively listening, if you allow it, or only when you call it into action (yes, like "OK Google").
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While once we treated computer vision as a completely different problem from natural language processing or platform game playing, now we can solve all three problems with the same approaches.
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We used a natural language processing algorithm to rank analysts based on two factors: Here are the five best-performing health-care analysts and the stocks they are recommending for 2017.
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China's first web-only bank hopes artificial intelligence can improve customer service through the use of virtual robots powered by technologies such as facial recognition, speech recognition and natural language processing.
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Journal, a machine learning and natural language processing-powered platform designed to search across all your web services and tools, today announced a $1.5 million seed round led by Social Capital.
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And natural language processing isn't the only field where AI has been advancing rapidly, forcing us to consider the implications of our current advances and the alarming potential of future ones.
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Natural language processing is entirely reliant on the data set it's trained on and it's this data set, specifically related to commerce intent, where he believes the startup has an advantage.
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At Kaptivo, a company that's bringing high-tech image recognition, motion capture and natural language processing technologies to the lowly whiteboard, executives are hoping that the second time is the charm.
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Yet we're able to build trust by aligning expectations to reality (UX design), learning from our mistakes (machine learning) and listening to one another when we don't understand (natural language processing).
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The other new tool enables admins to build, train and deploy their own customer service bots, which use natural language processing (NLP) to understand the customer inquiry and answer simple questions.
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And whether it's Google who solves that question, or some other NLP (natural language processing) company or startup, I think that's something that at this point we're not well-armed for.
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Liu told me that it's not yet fully autonomous and relies on preprogramming as she figures out how to fully implement machine learning and natural language processing algorithms into the bot.
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What the company liked about building for Alexa is that it didn't need to worry with how to handle natural language processing – Amazon's Smart Home Skill API took care of it.
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The company is using natural language processing, emotional learning and other machine learning techniques to understand the differences between when a kid is researching serious topics, versus engaging in harmful behavior.
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Advances in machine learning are rapidly improving voice recognition, natural-language processing, and emotion detection, and it's not hard to imagine that such technologies will one day be incorporated into movies.
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Researchers in the program focus on machine learning, network security, visual computing and natural language processing, with the goal of serving two billion customers and creating 100 million jobs by 2035.
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In May, it previewed a forthcoming app called Lookout that uses a smartphone camera, computer vision, and natural language processing to give users real-time descriptions of the world around them.
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Dialog research and natural language processing (NLP) more broadly is one of the core interests of Facebook's AI Research (FAIR) Lab for obvious reasons — Facebook is home to a lot of text.
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AppZen's team invested over five years to build a sophisticated Machine Learning and Natural Language Processing platform that is now trusted by hundreds of the world's most demanding enterprises for expense audits.
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The choice of audio came as a natural step given the team's experience with natural language processing, but the startup also welcomes the chance to develop new devices for more lifelike journeys.
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But Amazon has a huge amount of money and engineering talent dedicated to natural language processing, and there's nothing about this system that strikes me as unrealistic or unattainable with existing technology.
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It's a neat use of natural language processing to quickly surface and handle relevant info for users who may not have the time or money to figure it out on their own.
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While most people will probably not realize a new natural language processing technology is at work, behind the scenes, the change will most likely impact websites that rely on Google for traffic.
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In this case it's using natural language processing, voice recognition technology and other artificial intelligence pieces to interpret the person's voice and transcribe what they are saying or understand their request better.
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In October, the company announced plans to fund a research partnership with UC Berkeley as a $1 million "strategic partnership into basic research" of deep learning, natural language processing and computer vision.
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It's the moment when machine learning, speech recognition and natural language processing — coupled with the immense trove of personal and aggregate data Google has collected for years — can make computing more human.
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The lab will be located at Microsoft's Redmond HQ, and will include a team of more than 100 scientists working on AI, from areas including natural language processing, learning and perception systems.
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But the promise of bots – that paired with natural language processing and AI – is that the a-ha experience I get with Amazon Alexa will be visible in my favorite chat app.
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The applications: Microsoft says this strategy of aggregating small-scale recommendations to achieve a large-scale goal can be applied to natural language processing or helping a company sift through sales leads.
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Interestingly, the first five skills are all tech skills, with natural language processing leading, followed by Swift, Tableau, Amazon Marketplace Web Services to automatically list products on Amazon's marketplace, and Stripe integrations.
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Aptly named TacoBot, the software will make use of AI advancements like natural language processing to let users talk with the bot, order food, and even pay for items entirely through Slack.
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Advances in artificial intelligence — deep learning particularly — have massively improved natural language processing, while the combination of the cloud and ever-more powerful smartphones have provided an infrastructure for these speaking assistants.
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Using a natural language processing algorithm, we ranked analysts based on the following factors: Average return: The annual average return produced by an analyst's sell and buy recommendations in the following year.
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Our tools use natural language processing and machine learning, which means new information is fed into our tools daily so they can learn and constantly get better at proactively blocking suspicious products.
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As Maluuba's head of product Mo Musbah told me, the company spent the last two years doubling down on how it could utilize deep learning in the context of natural language processing.
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As Smith told me, Kite first looked at using standard natural language processing (NLP) models, but it turns out that those don't really work well for code, which has a different structure.
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Multiple microphones in a conference center, for instance, can be recording constantly, and those recordings can be fed into natural language processing software trained to flag certain words and report those conversations.
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I co-founded a company that uses big data, machine learning and natural-language processing to help make the Web more relevant for consumers and for those who do business on it.
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It's not clear why Facebook was paying to have these messages transcribed, though it seems reasonable that the human transcriptions might be used to improve its AI software's natural language processing abilities.
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The system was trained on a growing library of around 11 million product images and corresponding descriptions, which the system parses using natural language processing to figure out what's referring to what.
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This acquisition makes sense, as Apple clearly intends for its devices to operate independent of the cloud when it comes to tasks like facial recognition, natural language processing and augmented reality. 3.
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I want to be bullish on these devices and voice interfaces as a platform, but they are so painfully unimpressive after several years, even as natural language processing has made impressive advances.
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Fortunately, new technologies such as Natural Language Processing exist which can leapfrog previous impediments to linking together various agencies' legacy IT systems, which until fairly recently might have been substantial technological barriers.
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Natural language processing pioneer Evi Technologies, predictive keyboard startup SwiftKey, and AI video startup Magic Pony are all in the Octopus Ventures portfolio, as are companies like LoveFilm and property website Zoopla.
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The Vonyich manuscript (Image: Beinecke Rare Book & Manuscript Library, Yale University)For Greg Kondrak, an expert in natural language processing at the University of Alberta, this seemed a perfect task for artificial intelligence.
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Agolo is an AI startup focused on natural language processing; specifically, how to take a long article, like this one, and boil it down to its most important parts (assuming there are any).
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From an operational standpoint, significant progress in optimizing search experiences and ads, capturing brand ad dollars through YouTube and Google's prowess in natural language processing underpinned the favorable outlook for Alphabet, Cakmak noted.
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Professor Stuart Russell from U.C. Berkeley identifies six major capabilities that a computer needs to pass the Total Turing test: natural language processing, knowledge representation, automated reasoning, machine learning, computer vision and robotics.
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Also known as deep learning, neural networks are the algorithmic constructs that enable machines to get better at everything from facial recognition and car collision avoidance to medical diagnoses and natural-language processing.
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Advancements in automation, machine learning (ML), and natural language processing (NLP) have enabled conversational assistants to deliver customer engagement that's so on par with live agents that the bots can supplant staff entirely.
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Taking to yet another front the battle with Google, Apple and Microsoft for dominance in speech recognition and natural language processing, Amazon announced a new translation service as part of its AWS extravaganza.
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They told us that among other next steps, they'd like to integrate IBM Watson's natural language processing technology; they also talked about scraping the web for a whole bunch of job market information.
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Ranking the severity of tweeted vulnerabilities via natural language processing is an "added twist," says Anupam Joshi, a professor at the University of Maryland, Baltimore County who has focused on the same problem.
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Recent advances in natural language processing and machine learning now allow services like ClearGraph to understand more about the underlying database and then take these sentences and essentially translate them into database queries.
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He also noted that while this next group of potential users may be casual users, their questions aren't simple — and that's where Tableau thinks ClearGraph's natural language processing technology will help it succeed.
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The thinktank then used its own in-house Natural Language Processing tool to filter the collected tweets in order to differentiate between actively aggressive, conversational and self-identification uses of the two terms.
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It's the moment when machine learning, speech recognition, and natural language processing — coupled with the immense trove of personal and aggregate data that Google has collected for years — can make computing more human.
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If your business is already using bots, the new Cortana Skill Set for Enterprise takes them to the next level by letting them leverage Cortana's natural-language processing and Microsoft's Azure back end.
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In an attempt to extract meaning from this mayhem, algorithms use so-called natural language processing - identifying key words and emotions that indicate changes in how social media users view certain digital currencies.
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Semantic Scholar, an effort to index scientific literature using natural language processing and other AI methods, has added tens of millions of papers to its trove, expanding from computer science into biomedical studies.
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The songs are identified using natural language processing algorithms that crawl the web, reading blogs and reviews, as well as analyzing the listening patterns of Spotify users the service has identified as trendsetters.
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Aspectiva has developed machine-learning techniques and natural language processing capabilities, "areas we believe will have profound impact on how customers will shop in the future," Store No 8 principal Lori Flees said.
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Relying on some of the cybersecurity and natural-language processing knowledge he picked up in his past life, the CEO wants to prevent advertisers from appearing on certain harmful content, like fake news.
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"Web browsers can arguably do more in alerting users about sponsored content since many of the accompanying disclosures can be detected—where present—using machine learning and natural language processing techniques," says Mathur.
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Google has a ton of experience when it comes to natural language processing and machine learning as well as software that involves voice control, thanks to decades of building out its search capabilities.
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The initial version of folk-rnn, released in 2015, functioned like other natural language processing models, parsing ABC transcriptions like natural text and finding patterns, which it then uses to create original melodies.
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The company uses a natural language processing algorithm to rank analysts based on two factors: Here are the five stocks that the top-ranked analysts say are well worth tracking this holiday season.
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A hackathon with Microsoft and Rockwell came up with the idea to layer analytics and natural language processing on top of the automation process, and in less than two years, Shelby was born.
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They do that by providing a very narrowly focused natural language processing (NLP) engine to understand the question and find answers quickly, while using machine learning to improve on those answers over time.
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But the role that Directly occupies somewhat sits outside the core technology, which needs computer vision, natural language processing, a larger machine learning engine and more to process all of the inbound data.
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Big banks are using software programs that can suggest bets, construct hedges and act as robo-economists, using natural language processing to parse central bank commentary to predict monetary policy, according to Bloomberg.
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Plenty of the involved companies' work was on display all week, including IBM Watson, a new platform that uses natural language processing and machine learning to reveal insights from large amounts of unstructured data.
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Over the last few years, Facebook has been busy building out AI capabilities in areas like computer vision, natural language processing (NLP) and 'deep learning,' in part by acquiring promising startups in the space.
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Without shying away from technical details, this survey provides an accessible course in neural networks, computer vision, and natural-language processing, and asks whether the quest to produce an abstracted, general intelligence is worrisome.
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TechCrunch understands that the social network behemoth is acquiring London-based Bloomsbury AI, a startup that has built natural language processing (NLP) technology to help machines answer questions based on information gleaned from documents.
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That's why Pereira said he realized early that the key to success was doing natural language processing (NLP) properly, and that requires understanding the user properly — most platforms, including meeting scheduler and potential Zoom.
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SparkCognition's platform, SparkSecure, uses "cognitive pipelining," a technique that involves the combination of machine-learning-based predictive analytics with the company's own patented and proprietary static and dynamic natural language processing engine, called DeepNLP.
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Last week, M-Files, a hybrid content management solution, announced it was acquiring Apprento, a Canadian startup that uses natural language processing (NLP) and natural language understanding (NLU) to provide semantically based intelligent summaries.
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Over the last few years, Grape, the enterprise messaging app backed by Betaworks and Zynga founder Mark Pincus, has been toiling away to build a smarter chat box powered by Natural Language Processing (NLP).
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Having a strong implementation of natural language processing as a backbone helps Mya to interface smoothly with candidates and maximize the amount of information that can be collected in a short period of time.
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"With natural language processing, what we tend to do is take a large corpus like Wikipedia and [get AI] to look for statistical patterns, which is very different to how humans learn," says Kiela.
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Originally called GoButler, the startup launched as a virtual assistant that let you request anything on-demand, but had since gone through several pivots, settling on offering natural language processing technology to third-parties.
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Socher, an expert in natural language processing in the field of machine-learning, said current attempts at AI-generated text are often "not as coherent" when compared to humans who would write fake news.
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The idea, says Alexandra Willis, the AELTC's digital supremo, is to use its machine learning and natural language-processing techniques to discover the most pressing topics of conversation among the vast output from fans.
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It's a set of technologies like deep learning, computer vision and natural language processing, but that's hard to sell, so these companies try to put a brand on it like it's a single entity.
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Whether it's natural language processing, speech-to-text, or deep learning, the team supports the first layer by translating white papers or research into useable computer code that can be deployed across the bank.
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Whether it's natural language processing, speech-to-text, or deep learning, the team supports the first layer by translating white papers or research into usable computer code that can be deployed across the bank.
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UiPath provides a platform that brings in various AI tools — ranging from computer vision and machine learning through to natural language processing — that businesses can use to start and develop full-blown software bots.
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Rather than scrubbing a timeline, you ask the in-app natural language processing system (think Google Assistant or Alexa, but it only cares about what's going on in your house) for what you want.
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That's one example of it, because all of a sudden, your media, your audio or your video, you have meaning behind it because of the natural language processing you can do on the text.
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The company, which is backed by venture-capital firms including New Enterprise Associates and GCM Grosvenor, uses natural language processing and machine learning techniques to improve on current methods of analyzing text and sentiment.
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Researchers have developed new ways to structure an AI so that it can do natural language processing tasks better, enabling AI systems to produce natural-sounding human text and write news stories or poetry.
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Taking the stage today as part of the Disrupt New York Battlefield, the Washington state-based company deals in complex concepts of machine learning, providing rich data sets for speech and natural language processing systems.
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GPUs excel at machine learning thanks to their ability to spread out the kinds of rapid calculations across an array of cores that are required for machine learning, like natural language processing and image recognition.
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Both co-founders have extensive experience working with AI and computer vision specifically, and they've hired experts in natural language processing and other AI fields to build out the team based in Palo Alto, California.
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The recent fake news debacle and the efforts of some top researchers in natural language processing to address it show that sometimes even just defining the problem you're trying to solve is the hardest part.
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Humans still need to review certain sets of voice recordings in order to improve the technology's natural language processing and also to reduce algorithmic bias that still remains from the machine learning's initial data sets.
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MIP uses machine learning and natural language processing algorithms trained with a dataset gathered from more than 20,000 transactions to give companies information that can potentially reduce deal risks and improve their ongoing business operations.
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But even our current versions of Siri and Google Now would have seemed like impossible science fiction a decade ago, considering the groundbreaking natural language processing and machine learning required to get to this point.
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It also includes the Qualcomm Hexagon Processor, an accelerator for running machine learning models for use cases like natural language processing and object classification, as well as Qualcomm Vision camera sensors and computer vision hardware.
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"Machine translation is much more complex than a pure pattern recognition task," said Ming Zhou, assistant managing director of Microsoft Research Asia and head of a natural language processing group that worked on the project.
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In fact, the early-stage firm Narrative Science is using natural language processing to develop applications of this type, and could potentially help users understand their tolerance for investment classes such as small-cap stocks.
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The report comes as the agency itself is rolling out its improved technology, such as cloud storage and computing, big data analytics and natural language processing to enhance its market surveillance and other regulatory functions.
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It took three years to build, and Pahlavan said it would have taken even longer, except his team built on top of the natural language processing technology that Google's already using in Android and search.
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In yet another example, Synqq introduced a notes app at the beginning of the year that uses voice and natural language processing to add notes and calendar entries to their app without having to type.
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The hope for the future is the emergence of another speech technology known as natural language processing, which tries to capture the meaning of words and sentences that will increase computer accuracy to human levels.
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Why it will boom in 2020: "Lexion is a natural language processing powerhouse that helps large and mid-size companies understand the thousands of contracts they have with their vendors and customers," says La Cava.
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We use a natural language-processing algorithm to rank analysts based on two factors: We combined the algorithm's insights with a database scan to find the most popular biotech stocks by top analysts right now.
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TipRanks uses a natural language-processing algorithm based on proprietary AI technology to rank analysts on two factors: TipRanks' stock screener identified the "best analyst consensus" stocks which have received the most bullish recent ratings.
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According to Regendus data, an analytics solution that applies Natural Language Processing to rapidly analyze sentiment contained in public comments, the vast majority of more than 24,000 submissions were strongly opposed to the DEA's plan.
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At his company, Recorded Future, Truvé is using AI techniques to do natural language processing to, for example, automatically detect when an attack is being planned and discussed on criminal forums, and to predict future threats.
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In this case, the process is known as data annotation, and it's quietly become a bedrock of the machine learning revolution that's churned out advances in natural language processing, machine translation, and image and object recognition.
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"We use machine learning, we use NLP [natural language processing], we use neural networks… We aim to be a risk management tool; we identify as much as possible that the machine can do," he tells TechCrunch.
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Drive IX is a software developer kit that Nvidia created to tap into the power of Xavier, and Volkswagen will use it to build in features like facial recognition, gesture control, natural language processing, and more.
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At the time, founder and CEO Jorn Lyseggen talked up the potential to beef up the company's data science, machine learning, and natural language processing capabilities by acquiring startups in the space that have "proven technology".
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The new Google Lens combines the best of the company's algorithms for object recognition and natural language processing with Google Search, so that its software can identify books and clothes and pull up relevant shopping results.
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Built on IBM's trailblazing Watson Explorer platform, our solution can review tens of thousands of comments in mere minutes and — with advanced cognitive computing and natural language processing — assess the sentiment and substantiveness of each one.
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We use a natural language processing algorithm to rank analysts based on two factors: We combined the screener's insights with a database scan for the most popular financial stocks by top analysts in the last month.
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We use a natural language processing algorithm to rank analysts based on two factors: We combined the screener's insights with a database scan for the most popular tech stocks by top analysts in the last month.
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I'm a Fantastical man myself, having been drawn in by its natural-language processing: type in nearly any combination of who you're meeting with, and when, and where, and Fantastical turns it into a calendar entry.
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To ensure the trust of the group isn't violated, an artificial intelligence-based natural language processing system that can recognize and delete abusive messages is employed, while referring edge cases and emergencies to the human moderator.
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After connecting to your bank accounts, the chatbot used natural language processing to answer questions about your financial well-being and transactions, but also to give you proactive notifications to help you manage your money better.
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The problem is simple to observe: The speaking voices of those with motor impairments, such as those produced by degenerative diseases like amyotrophic lateral sclerosis (ALS), simply are not understood by existing natural language processing systems.
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The assistant uses NLP (natural language processing) technologies to understand what's being said, and looks for specific topics being discussed – including those that have the most replies – in order to determine what to summarize for you.
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It uses natural language processing and machine learning to cull data from hundreds of thousands of sources, including statements from official public health organizations, digital media, global airline ticketing data, livestock health reports and population demographics.
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What's more, he said there was still a lot of work ahead to make voice search a great experience for users — and that Google's "years of progress" in areas like natural language processing were an advantage.
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But NLP wouldn't have gotten to where it is today without a conceptual boost from NASA, which spent two years in the early 70s developing a natural language processing system to help its geologists classify moonrocks.
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Built by an ex-law firm partner and an ex-Google engineer, it uses natural language processing to create new legal documents from a lawyer's existing documents, allowing it to be re-used later as a template.
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Billing itself as a white-label solution for wearables, the company's technology uses natural language processing and voice recognition technology to automatically record doctor-patient interactions and structure the data for inclusion in a patient's medical records.
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AI giants like Apple, Amazon, Baidu, Google, IBM and Tencent make plenty of their technology available to developers who want to offer voice control, natural language processing or emotional intelligence as part of their apps or hardware.
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Its tools build customer profiles by mapping their preferences and shopping behavior, while adding more attributes and data points to product files so they are better suited to features such as natural language processing and photo searches.
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Across all geographies, the jobs with the highest-paying salaries, on average, were divided among security engineers, search engineers, blockchain engineers, natural language processing engineers, machine learning engineers and gaming engineers, according to the data from Hired.
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The training starts off slow, explaining what data science actually is and how it's used in the real world and gradually takes you through more complex topics like R data structure, natural language processing, and conditional statements.
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They were helping us develop a richer, natural language processing approach, by which the visitor could ask a question and the system understand it, but we had to first know what the range of subject matter was.
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Alexa is a nice party trick, and has provided much joy over the past year while sitting proud in a category of one, but can Amazon afford to compete with the cutting edge of natural language processing?
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At the company's Ignite conference in Florida, which begins today, Microsoft announced a new Cortana Skills Kit for Enterprise, letting businesses take advantage of the digital assistant's natural-language processing to create custom skills for their business.
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In theory, you could have the discussion of symptoms handled by natural language processing, tests ordered via issue-tree automation around a standard of care, and treatment action and follow-up adjustment provided through deep learning systems.
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The natural language processing necessary for parsing out the different parts of speech in a sentence actually happens locally on the machine, so users won't have to be connected to the internet to take advantage of them.
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This is because, the machine learning technology is a key element of artificial intelligence and is used in conjunction with other technologies such as natural language processing and image processing across a wide range of application areas.
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Rather than follow a rigid template, Knowhere produces content organically through the use of neural natural language processing—a machine-learning technique which aggregates data and transforms it into a witten narrative easily digestible to human readers.
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These tap into innovations in areas like natural language processing and machine learning to provide information and much more to users in a chat messaging format — a new way for users to interact with organizations and apps.
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The latter uses AI-powered image recognition to surface a photo of your vacation when you search for "beach" in Google Photos, as well as natural language processing to prewrite email responses and auto-complete search requests.
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Cresta is hoping that by tapping improvements in natural language processing, their software can help alleviate some stress for contact center workers and help them move conversations in the direction of selling something else for their company.
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BERT, which stands for "bidirectional encoder representations from transformers," is a natural-language-processing technique that enables Google to better understand the context of a word by looking at the words that come before and after it.
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The company, which was founded back in 2016, has built a cross-platform chatbot to automate candidate support and increase efficiency around hiring by applying machine learning and natural language processing for what it dubs "talent interaction".
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The company also recently launched Verity for Publishers, which the company says uses both natural language processing and computer vision to analyze the content of a page to ensure that it's brand-safe and relevant for advertisers.
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TipRanks uses a natural language-processing algorithm to rank analysts based on two factors: TipRanks' stock screener identified the "best analyst consensus" stocks in the technology sector, revealing stocks with a strong buy best analyst consensus rating.
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Related to this, I'm told the platform uses advanced statistical models to estimate what would be a fair grade and help to eliminate peer bias, and natural language processing for inferring the quality of text feedback between students.
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Natural language processing (NLP) will enable us to talk with the system that is designed for voice; and through other fields of AI, like reasoning and knowledge representation, the response of the system will feel intelligent and human.
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Now, it's intruding an AI Programming with Python nanodegree, as well as a Computer Vision program (which it created with Nvidia and Affective) and a Natural Language Processing nanodegree build in partnership with Amazon Alex and IBM Watson.
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The competition for top AI specialists among universities and between universities and industry "is ... fierce in all areas of AI: computer vision, robotics, natural language processing, machine learning," said Ed Lazowska, a professor at the University of Washington.
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It uses natural language processing so it understands when a paper is discussing its own results or those of another experiment, and from there can extract critical details like methods, materials, animal types or brain regions tested, etc.
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The program includes a writing coach that leverages natural language processing, a variety of resources for teachers, and something called "bursts," which are short writing prompts kids will be familiar with because of their use of mobile apps.
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The company says it applies "a wide range of safeguards to protect user privacy throughout the entire review process," and it does this review work to improve the Assistant's natural language processing and its support for multiple languages.
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Earlier this month, Facebook acquired a London-based AI startup to help it with natural language processing, and the company also poached a top Google engineer to help it design its own chips, potentially for AI software purposes.
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But the research provided an example of how natural language processing can be applied to social media to gain insight to the sentiment of a specific population in regards to an event, as well as to potential limitations.
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Its quarry is sentiment—a common quantitative metric that, in this case, is based on using natural-language processing to assess whether a news article featuring a particular company is saying something good or bad about that company.
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Dan Goldwasser, an assistant professor at Purdue University who studies natural language processing and machine learning, believes AI will get better at this in the future and we should have realistic expectations for its use in the meantime.
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The company has acquired Contastic, a startup based out of Mountain View that built a platform based around natural language processing technology to analyse communications between sales people and their contacts, and help them keep up those relationships.
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Eric Boyd, corporate VP for AI at Microsoft, says the Virtual Assistant Accelerator pulls together some AI tools such as speech-to-text, natural language processing and an action engine into a single place to simplify bot creation.
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It uses Natural Language Processing (NLP) and Statistical Machine Translation (SMT) to scan your writing for a wide variety of errors, including grammar and spelling mistakes, punctuation slips, and overall sentence structure, and correct them on the spot.
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Specifically, we fed the essay question and the 26-word description through a natural-language processing algorithm called GPT-2, released publicly in February by OpenAI, a group working on AI research and ethics, based in San Francisco.
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"What we have done is use natural language processing and machine learning to train this engine to recognize whether this is an outbreak of anthrax in Mongolia versus a reunion of the heavy metal band Anthrax," Kahn says.
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With a chip dedicated to executing machine learning workflows in a variety of situations, Apple clearly intends for its devices to operate independent of the cloud for such tasks as facial recognition, natural language processing, and augmented reality.
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Today, one that has built a platform to apply the power of machine learning and natural language processing to massive documents of unstructured data has closed a round of funding as it finds strong demand for its approach.
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It used a natural language processing algorithm to rank analysts based on two factors: TipRanks allows users to screen for "best analyst consensus" stocks across the different sectors, revealing stocks with a "strong buy" best analyst consensus rating.
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Plasticity, a San Francisco natural language processing and artificial intelligence startup that gathered and analyzed the YouTube data, provided CNN with hundreds of examples of how the accounts had doctored on-screen graphics to make stories appear inflammatory.
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"The model still does seem to drift off topic eventually, and the output is capped at a few hundred words," Sam Bowman, who works on natural language processing and computational linguistics at NYU, told me in an email.
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Financial firms — ranging from big Wall Street names like Morgan Stanley to robo-advisors and start-ups — are all taking a look at how tools such as algorithms, data mining and natural-language processing can help you become wealthier.
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" The network will be developed with the help of the Hip-Hop Word Count, a data project Hemphill designed that "applies Natural Language Processing to a database of approximately 200,000 hip-hop songs from 1979 to the present day.
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The grammar checker, which Google announced last July, is powered by machine translation, which is the same subset of AI tools that enable software's natural language processing capabilities and the ability to translate text from one language into another.
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That demo showcased how Google Assistant could sound much more lifelike when making use of DeepMind's new WaveNet audio-generation technique and other advances in natural language processing, all of which helps software more realistically replicate human speech patterns.
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The app works by being CCed in emails, and using natural language processing to parse the contents of the email to understand the key requirements for the meeting — and then automatically sending out a meeting invite on your behalf.
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Pandora even claims that its natural language processing is clever enough to identify a podcast's topics on an individual episode level, allowing you to dip into a gaming podcast for a single episode on your favorite game, for example.
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Cootek plans to be listed under the ticker symbol CTK on the New York Stock Exchange and will use the IPO's proceeds to grow its user base, invest in AI and natural language processing tech and improve advertising performance.
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One of the projects within this new healthcare enterprise involves utilizing machine learning and natural language processing to help lead researchers sift through all the research data available and come up with a treatment plan for individual cancer patients.
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On today's earnings call Google CEO Sundar Pichai noted that some of the more esoteric technologies that the company works on, like machine learning and natural language processing, are now beginning to pay dividends in its core advertising business.
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Messaging apps have emerged as the most popular apps on smartphones, and advancements in natural language processing have made it possible to build artificial intelligences that more easily respond to our requests and perform actions in the real world.
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IO for machine learning expertise, Etsy acquired Blackbird to bring image recognition and natural language processing to search on its marketplace and Cisco acquired Synata, whose products allow users to search cloud-based and on-premise repositories at once.
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The learning curve might be steeper initially than if they'd tried to do full natural language processing, but it's also shorter, meaning users can pick it up quicker and be more successful with their queries over the long term.
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Google thinks Home will be smarter than Echo, though, thanks to another new product it announced: a conversational chat bot called Google Assistant that leverages all of the company's skills in machine learning, artificial intelligence, and natural-language processing.
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Fortunately, the power of modern Natural Language Processing (NLP) technology offers some promise to those charged with the seemingly superhuman task of conducting cost-benefit analyses across the disparate, fragmented, and sometimes redundant parts of the overall regulatory structure.
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The two of us had recently met at the 2nd Annual IBM/FCW Federal Summit, where we discussed how using Natural Language Processing (NLP) technology could augment and accelerate the Commission's capacity to consider public comments on proposed rules.
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Both papers, presented at a recent prestigious annual conference for computational linguistics, show how natural language processing AI — which is often proposed as a tool to objectively identify offensive language — can amplify the same biases that human beings have.
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Before Now Computer programs are getting better at processing vast amounts of text — a task called natural language processing — which means they are better at ferreting out telltale social media manipulation signals such as semantic errors and common hashtags.
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This has become increasingly true as advancements in automation, machine learning (ML), and natural language processing (NLP) have enabled conversational assistants to deliver customer engagement that's so on par with live agents that the bots can supplant staff entirely.
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Casetext just announced the release of its new AI-powered product Compose, which applies BERT, a natural-language-processing technique pioneered by Google, in order to find the relevant arguments and the closest legal precedent to support a case.
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Amazon's announcement that it can mine the data of health care providers for clinical and research benefits shows the tech giant's power to move quickly into new health arenas, but the natural language processing service it's offering isn't new.
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Luminance uses AI and natural language processing to help law firms process documents more quickly, not replacing the lawyer but providing additional intelligence and analysis of what may be hundreds or thousands of pages and saving time and money.
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Indeed also employs natural language processing to the listings that go on its site, optimizing what Raj Mukherjee, senior vice president of product at Indeed, calls "just a bag of words," into text that appeals to the right candidates.
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They first trained a Natural Language Processing neural network on a database of court decisions, which contains the facts of the case, the circumstances surrounding it, the applicable laws, and details about the applicant such as country of origin.
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Prasad works on natural language processing and other machine learning capabilities for Alexa, so it's likely if he wanted to test these features out, he'd be one of the few Amazon employees who could easily go ahead and try it.
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Evernote's new CTO Anirban Kundu told me the first two areas that will be replaced by Google's machine learning APIs are its voice recognition for speech-to-text translations; and natural language processing, used to help search for contextual content.
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The company just launched a chatbot called "Rocky" — powered by IBM Watson's natural language processing services (which this lowly reporter thinks is a bunch of overstated BS) — to help anyone in their search for that perfect (non-conflict-sourced) diamond ring.
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The key words of your conversation scroll past a cartoon of your body, picked up by discrete microphones in the ceiling (transcribed by a little natural language processing and a little bit of person-sitting-in-an-adjacent-room-listening).
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We use a natural language processing algorithm to rank analysts based on two factors: TipRanks' stock screener allows you to screen for "best analyst consensus" stocks in the tech sector, revealing tech stocks with a "strong buy" best analyst consensus rating.
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" Scored against this system, they found that their joint model scored higher than other approaches, and Richard Socher, Salesforce's chief scientist, noted that he didn't think that he'd ever seen "such a large improvement in any [natural-language-processing] task.
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Until now, the kind of self-learning AI — namely the deep learning subset of the broader machine learning revolution — that's led to advances in self-driving cars, computer vision, and natural language processing hasn't really bled over into commercial game development.
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The software combines IBM Watson's Speech to Text and Conversation services with the company's Unity SDK, using the natural language processing capabilities of IBM's Watson software to parse your barked commands, and allow AI-controlled characters to act on them.
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A good AI-based startup might get good advice and fancy office space from just about anyone — but only AI2, he pointed out, is a major concentration of three core competencies in machine learning, natural language processing, and computer vision.
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The Reddit data could've been used as training data for an artificial intelligence algorithm focused on natural language processing, or it might have been harvested as part of an effort to match up Reddit users with their voter registration records.
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Sogou CEO Wang Xiaochuan said in an internal email after the announcement on Monday that Sogou would leverage its strength in natural language processing, which he called the "crown jewel" of artificial intelligence, and move from search to question-answering.
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For retailers seeking to license a more custom voice recognition capability and don't want to be limited by choice of hardware or operating system, startups such as MindMeld are innovating in the natural language processing space and can meet this demand.
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In health care, some of this will come through advances in natural language processing, which may ultimately allow us to assess the quality of care by having computers "read" the doctor's note, obviating the need for all the box-checking.
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Overscore AI is playing in the natural language processing space with the aim of providing an automated screening engine for job applicants — using a proprietary algorithm and workflow stack they say is designed to "read" a document as a human would.
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Giannandrea, a machine learning expert who joined Google back in 2010, is a huge get for Apple, which has struggled for years to make progress in fast-moving and increasingly important AI fields like computer vision and natural language processing.
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Apple lags behind in key AI areas like natural language processing and computer vision, both of which are necessary to power voice assistant features within Siri and new, more cutting-edge technology like augmented reality apps that rely on object recognition.
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Natural-language processing algorithms are also essential elements for chatbots and other types of automated assistance systems that are bound to get significantly more popular in 2017, particularly in the U.S. (which is a bit behind China in this area).
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Like other startups tackling healthcare problems in the 21st century, 98point6 depends on a combination of algorithmically defined care methodologies and natural language processing alongside consultations with board certified physicians to help diagnose patients and come up with treatment regimes.
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We use a natural language processing algorithm to rank analysts based on two factors: TipRanks' stock screener allows you to screen for "best analyst consensus" stocks in the technology sector, revealing stocks with a "strong buy" best analyst consensus rating.
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Given recent advances in natural language processing, the syntax for engaging with bots will be less brittle than the command line of recent decades, even if we are "50 Nobel Prizes away" from HAL 9000 as Benedict Evans astutely observes.
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They created a natural language processing algorithm that used tweets to aid in disaster relief; a program that used gene expression to detect cancer progression; and tackled AI's favorite pet project, navigating and routing self-driving cars for increased mobility.
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The company, which is based in Seattle and Portugal, was founded in 2015 by Daniela Braga, a data scientist and natural language processing expert, and Amy Du, who has since moved on from the company to start a global entrepreneurship network.
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The promise of Natural Language Processing and cognitive computing to make the public comment process light years faster and more transparent becomes that much more difficult without a consensus among federal agencies on what type of data is collected – and how.
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The biggest achievements Nvidia announced today include its breaking the hour mark in training BERT, one of the world's most advanced AI language models and a state-of-the-art model widely considered a good standard for natural language processing.
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We use a natural language processing algorithm to rank analysts based on two factors: TipRanks' stock screener allows you to screen for "best analyst consensus" stocks across the different sectors, revealing stocks with a "strong buy" best analyst consensus rating.
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Instead, it says the team's "expertise will strengthen Facebook's efforts in natural language processing research, and help us further understand natural language and its applications" — but it certainly seems possible that those applications could include detecting misinformation and other problematic content.
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CEO and co-founder Rob May says the company deliberately used an in-house service model instead of live customers because after reviewing the technology, he felt that the current Natural Language Processing (NLP) technology was better suited to this approach.
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The company's Applied Machine Learning team has spent the past year working on a technology called multilingual embeddings which it says could significantly improve the speed at which its natural language processing tech is able to operate across foreign languages.
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The alliance, between Huawei's Noah's Ark Laboratory and Berkeley Artificial Intelligence Research (BAIR), is being billed as a "strategic partnership into basic research", and it will cover areas like deep learning, reinforcement learning, machine learning, natural language processing and computer vision.
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Marie and PJ's vision for the future of data and analytics harnesses the recent advances in the fields of machine learning and natural language processing to create a tool that is set to change the way marketers do their job.
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As of this writing, the company has integrated an intelligent virtual assistant consumers can call, with natural language-processing abilities, and a "3D and augmented reality" feature on the website, so that customers can see their bouquets well before purchasing.
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Other new bets include Soulmachine, a New Zealand-based designer of artificial intelligence based 'avatars' for interacting with computers, and Eigen Technologies, a London-based startup that uses natural language processing to help banks and other businesses analyse documents in bulk.
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Barclays said this Natural Language Processing model has "significant predictive power" for capex growth for the next four quarters and history showed CEO's sentiment on company capex is as informative as macro leading indicators in evaluating the health of the economy.
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Mr. Garcia-Olano, also 38, is a Ph.D. candidate at the University of Texas at Austin, where he studies electrical and computer engineering, focusing on explainable machine learning and natural language processing techniques with applications in public policy, health and creativity.
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We use a natural language-processing algorithm to rank analysts based on two factors: TipRanks' stock screener allows you to screen for "best analyst consensus" stocks in the technology sector, revealing stocks with a "Strong Buy" best analyst consensus rating.
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We use a natural language processing algorithm to rank analysts based on two factors: TipRanks' stock screener allows you to screen for "best analyst consensus" stocks in the health-care sector, revealing the stocks with a "strong buy" best analyst consensus rating.
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We use a natural language processing algorithm to rank analysts based on two factors: TipRanks' stock screener allows you to screen for "best analyst consensus" stocks in the consumer goods industry, revealing the stocks with a "strong buy" best analyst consensus rating.
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UiPath uses AI tools like computer vision, machine learning and natural language processing to automate some of the more mundane tasks around administrative systems and processing "paperwork" such as filling out insurance claims, processing invoices, and most recently, running customer contact center operations.
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This research group will focus on "a few key strategic areas such as natural language processing, reinforcement learning, ML ethics, recommendation systems, and graph deep learning" — now with Fabula co-founder and chief scientist, Michael Bronstein, as a leading light within it.
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IBM in a separate release about its patent leadership points out that its patents covered various areas like AI, machine learning and natural language processing and cloud platform technology — all areas of the market where it's looking to do more in general.
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The platform has an oft-stated interest in discovering and featuring new talent, most prominently on its Fresh Finds playlist, which uses natural language processing to crawl music blogs and check their recommendations against the listening patterns of 50,000 "early adopter" Spotify users.
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With natural language processing (NLP), you'll also soon be able to search Google Drive by saying things like "find my budget spreadsheet from last December" or "show me presentations from Anissa," explains Google, offering examples of how to use the new query method.
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The key difference in today's news is that the company is now using more AI tools like machine learning and more sophisticated natural language processing to be able to understand the gist of a conversation and how to help keep it going.
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The team, which includes one AI researcher at the Stanford Artificial Intelligence Laboratory and another AI researcher at the Stanford Natural Language Processing Group, says it's targeting veterinarians first, as they're unfettered by the same regulations as apply to doctors who treat people.
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Keeping aside the figurative incongruity (empathy and machines), humans have made great progress in building functional pieces of the human brain — from machines that can handle computation, memory storage and retrieval to probabilistic reasoning, pattern recognition, natural language processing, classification, learning, etc.
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With the addition of new data preparation tools, new mobile software, an integration with PowerPoint and a powerful new natural language processing capability in AskData, Tableau is moving closer to its mission of lowering the "barriers to using data," the CEO told Cramer.
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In its announcement, Slack showcased bots: there was Howdy, the meeting-running app from Brown's Lunchbot team; Birdly, which makes filing expense reports conversational; and Awesome, which uses natural language processing to summarize the Slack discussions you missed while you were away.
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When machines can use deep learning and natural language processing to predict your purchasing intent, and deliver the goods or service without friction, experiences that create an emotional connection will keep brands from becoming indistinguishable on-demand commodities in the eyes of consumers.
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It will, using natural language processing, respond to your various SMS-text-based banking needs, including checking on account balances, recent transactions, when your next credit card bill is due, credit limits and history and even that impossible-to-remember bank routing number.
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Cambridge has fed plenty of expertise into Amazon's R&D efforts over the years — including beefing up its natural language processing technology, after the ecommerce giant acquired local startup Evi in 2012, putting that tech to work in its Alexa voice assistant.
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The world is awash with bots these days — applications the run either partly or entirely using natural language processing, machine learning, computer vision and other artificial intelligence technologies to help consumers ask and answer questions, buy things and get other stuff done.
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With the help of natural language processing (NLP), a form of artificial intelligence used in linguistics and computer science, a group of researchers from the University of Pennsylvania Positive Psychology Center, Germany, and Australia looked at the way language influences stereotypes online.
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The acquisition should help give ServiceNow more AI engineering talent and help them beef up their natural language processing (NLP) to further refine and improve their chatbot products moving forward, as the Parlo team and technology get incorporated into the ServiceNow platform.
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Tech solutions it may want are a programmatic advertising network for podcast ads, natural language processing tools that make podcast audio more easily searchable, and a flexible solution for media companies with subscriber-only podcasts to still have those podcasts available on Spotify.
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Google recently took another step in this direction by applying a natural-language-processing model to its search tool that enables it to understand the context of a word by looking at the words that surround it in a phrase or sentence.
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The company now has 40 employees—physicians and programmers who devise the disease surveillance analytic program, which uses natural-language processing and machine learning techniques to sift through news reports in 65 languages, along with airline data and reports of animal disease outbreaks.
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That's why a former intelligence official and former intelligence investor are looking to build a new platform that connects the best minds in artificial intelligence, machine learning, and natural language processing and bundling it together into a service purchasable by these government agencies.
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What it is: For the parent who wants to know everything about their young child, a device from Wunder uses natural language processing technology to measure the number of words a child hears, how often they speak, and how often they're spoken to.
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This field of research—called "natural language processing" (NLP) and a core component of a machine passing the Turing test—got a big leg up in the 80s, when computer scientists began to turn to machine learning to help computers 'understand' human-speak.
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He also used clustering—the method of categorizing objects into different groups—and Natural Language Processing (a way to glean insights from the written language for computers) to help him extract the bus and stop numbers that were mentioned frequently in the tweets.
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I think that Reddit is slowly evolving into a canon for a company for machine learning and NLP [natural language processing] systems, like the state-of-the-art generative model that OpenAI basically trained was trained using a dataset that was seeded off of Reddit.
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TipRanks uses a natural language-processing algorithm based on proprietary AI technology to rank analysts on two factors: We used this in conjunction with TipRanks' Analysts' Top Stocks tool, to identify the tech stocks which have received the most bullish recent ratings from the Street.
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Talent: Amazon Echo has based a large part of its development in Cambridge, UK, where the operation includes tech and talent it picked up when it acquired the startup Evi a few years ago, and works, among other things, on natural language processing technologies.
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The plan will be to continue that proportion, while also adding other kinds of features — more natural language processing and more semantic search features — to expand the kinds of queries that can be made, and also cues that Fusion can use to produce results.
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Facebook is all in on AI. They're developing a lot of different technology (like a feature that identifies what is in photographs so blind people can "see" them), but one of the coolest is their attempt to solve the "understanding" part of natural language processing.
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A source familiar with Alexa, or the Amazon Echo, tells MIT Technology Review that researchers are working on natural-language-processing updates that will help it detect emotion in someone's voice, as well as remember and connect known information about a user to her requests.
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Google is intending to expand the dev tools available to makers using the Raspberry Pi microprocessor to power their projects this year — potentially offering software tools for face- and emotion-recognition, speech-to-text translation, natural language processing, sentiment analysis, predictive analytics and more.
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In the AI community, Facebook is one of the biggest players, with positions at the company's Facebook AI Research, or FAIR, organization commanding large salaries and projects that span the more cutting-edge sectors of deep learning, natural language processing, and other popular sub-fields.
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Thanks to advancements in natural-language processing that spawned digital assistants like Siri and the breakthrough gadget that was the Amazon Echo, it's now a totally normal thing to talk to your house — for tasks as varied as setting timers to arming security systems.
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Neural networks — layers of computational connections built in a crude approximation of how neurons communicate within mammalian brains — had shown promise in the field of "natural language processing" (NLP), but the researchers weren't convinced that these systems were learning anything substantial about language itself.
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On the latter front, just yesterday news broke of Amazon's second health-related acquisition: Health Navigator, a startup with an API platform for integrating with health services, such as telemedicine and medical call centers, which offers natural language processing tools for documenting health complaints and care recommendations.
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While we've seen tremendous strides and advances in computer technology and software development over the last 20 years, bot technology has essentially been siloed into two categories: those based on simple logic trees (SLT) and those that rely on natural language processing (NLP) or machine learning (ML).
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However, as of today, it would be fair to say that GoButler is effectively re-booting, replacing the human-powered and open-ended feature of its virtual assistant with what is described as a "fully-automated service" — one that is based entirely on Natural Language Processing (NLP).
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Here's how it works: Lawyers can drag an already customized world document into Lawyaw's platform and it will automatically use natural language processing to first figure out what sections need to be replaced, then actually fill in those sections with the correct personalized phrases and variables.
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Rather, it was an experiment in natural language processing that would allow lunar geologists to query a database to compare and evaluate chemical analyses from lunar samples without having to worry much about how to phrase complex search requests to make them understandable by the machine.
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This will work by the user adding Cortana as a CC into a meeting email, and the AI then using natural language processing to extract key details — the meeting length, date and location — from the email text, and create and add a meeting to the user's calendar.
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By creating a voice interface for asking about the weather, playing music, and the mundane resupplying of paper towels and snacks, Amazon has emerged as the go-to partner for industries in need of powerful natural language processing and fast access to information from the internet.
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The regtech firm's natural language processing (NLP) technology can aid automation in the regulatory compliance field and crucially enrich the analytical capabilities of Merlon's platform as NLP helps to make correlations and links between events and people plain, so that anything suspicious can be flagged up.
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AI is one of the buzzwords of the moment in the world of tech, with startups coming at the concept from all angles — computer vision, machine learning, unstructured data inference and natural language processing being just a handful — in a wider effort to create more intelligent machines.
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Machine-translation services are typically trained by using texts that have already been translated, which tend to use more formal speech, for instance official United Nations documents, said David Guy Brizan, a professor at the University of San Francisco who researches natural language processing and machine learning.
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The system uses more than 1003,500 attributes — like MPAA ratings, production style, content type, host profile and more, as well as listener signals, like thumbs, skips, replays and more — combined with machine learning algorithms, natural language processing and collaborative filtering methods to help determine user preferences.
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Indeed, $40 million is a hefty Series B, but investors see a tool that has the potential to have a material impact on sales, or at least give management a deeper understanding of why a deal succeeded or failed using artificial intelligence, specifically natural language processing.
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Patook's flagship tech trick is one that aims to underscore its friends-only mission: it's using Natural Language Processing to help power a "flirt detection feature" aimed at preventing users from straying over the platonic line and trying to hit on others by sending suggestive messages.
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The VHA processes hundreds of thousands of doctors' notes each day to extract information for clinical use, and additional data derived from natural language processing is used to monitor and improve clinical quality and create computerized decision support, said Jonathan Nebeker, the deputy chief medical informatics officer.
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"We believe that capex growth is likely to stay subdued based on a framework that forecasts capex using a Natural Language Processing model of management sentiment toward capital expenditure expressed during earnings calls," Maneesh Deshpande, Barclay's head of equity derivatives strategy said in a note on Tuesday.
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Kamran Khan, an infectious disease physician and BlueDot's founder and CEO, explained in an interview how the company's early-warning system uses artificial intelligence, including natural-language processing and machine learning, to track over 100 infectious diseases by analyzing about 100,000 articles in 65 languages every day.
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That's faster than the rate at which computing power historically increased, the phenomenon known as Moore's Law (named after Gordon Moore, cofounder of Intel.) Recent advances in natural language processing—an AI technique that helps machines parse, interpret, and generate text—have proven especially power-hungry.
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It essentially acts as a smart email assistant, using natural language processing to find the emails that matter most from the onslaught we all face on a daily basis, and also offers a best action or suggested response to give an even bigger head start on conquering email.
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All the vast resources that the two US companies have invested into natural language processing and voice recognition are returning a dividend in keeping them far enough ahead of the competition that even Huawei, one of the biggest consumer tech brands outside the US, isn't trying to compete.
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An early entrepreneur who first came to prominence through his work building natural language processing software that would enable users to create searches for specific topics, Aoun was one of the original architects of Google's artificial intelligence strategies and the founder of the company's urban technology subsidiary, Sidewalk Labs.
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The companies will also investigate uses for natural language processing, machine learning and AI in Grab's platform such as map creation, fraud detection services and the ability for passengers to take a photo of their current location and have it translated into an actual address for the driver.
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To quantify the carbon footprint of AI, the researchers trained eight off-the-shelf natural language processing AIs—models designed to generate convincing language, such as OpenAI's GPT-2 model—for 24 hours using a single Nvidia Titan X GPU, and in one case three Nvidia GTX 1080 Tis.
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Google goes all in on artificial intelligence, rebranding its research division to Google AI Just before the keynote, Google announced it is rebranding its Google Research division to Google AI. The move signals how Google has increasingly focused R&D on computer vision, natural language processing, and neural networks.
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Today, rapid-fire developments in machine learning (whereby systems learn from data and improve with experience without being explicitly programmed), natural language processing, neural networks (systems modeled on the human brain), and many other fields are likewise lowering the bar on our perception of what constitutes machine intelligence.
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At the same time, there have been a number of innovations around big data, machine learning and natural language processing that are giving more analytics power to non-technical users, be they marketers or others in the business who could benefit from directly making their own analytical queries.
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It can extract more than the usual amount of information from categories like education (certain disciplines at less prominent universities, like natural-language processing at the University of Massachusetts, Amherst, produce high-achieving workers) and even hobbies (chess players tend to be good at coding, basketball players at sales).
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"If autonomous vehicles are the leading edge of artificial intelligence investment and development, then the $80 billion or more invested in that sector is a precursor of things to come in fields like natural language processing, image recognition, and others as these technologies gain commercial momentum," the report said.
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A self-taught programmer with a focus on natural language processing, and an advocate for women in the field, Sparck Jones also foreshadowed by decades Silicon Valley's current reckoning, warning about the risks of technology being led by computer scientists who were not attuned to its social implications.
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Though Microsoft's Azure cloud software does include capabilities like facial recognition, natural language processing and image recognition, and these services are available to ICE, the company said it does not believe the services were being purchased or used by ICE on anything to do with separating families at the border.
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"AI legal intelligence means you use machine learning to do argumentation mining — so you do natural language processing on a lot of legal texts and you try to detect lines of argumentation," she explains, citing the example of needing to judge whether a specific person is a contractor or an employee.
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But we've seen impressive results from tech interventions: Physicians at Austin Regional Medical Clinic saved approximately two hours a day on EHR tasks since implementing Notable Health's natural language processing tool that integrates with their EHR system and allows them to prepare patient charts by speaking to their Apple Watch.
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Rather than relying on AI from the likes of IBM Watson or other providers, Mezi has built its own deep learning and natural language processing systems to make its app able to converse with users, and to filter out three options that meet their needs each time they make a request.
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"Xiaomi's AutoML model now leads the industry by dataset performance; and MiNLP, the company's natural language processing platform, is activated over 6 billion times on a daily basis, making Xiao AI one of the world's busiest AI platform," said Cui Baoqiu, VP and Chairman of Xiaomi's Technical Committee, in a statement.
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Both scrape the public records and public social media profiles of jurors and run them through versions of IBM Watson's Personality Insights tool, which uses natural language processing algorithms to categorize the jurors' within the "big five" personality traits model (openness to experience, conscientiousness, extraversion and introversion, agreeableness, and neuroticism).
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Gutter's entire body is displayed on a giant, vertical, flat screen TV. When I push a button to talk, my question is processed by speech recognition and natural language processing to fetch the right answer from a library of over 1,900 video clips of Gutter, who's in his mid-80s today.
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Today, the popular handmade-goods site Etsy announced it has acquired a startup called Blackbird Technologies, which developed algorithms for natural language processing, image recognition and analytics — similar to those used by Amazon and Google for product and other searches — and then "democratized" them to be used by any company of any size.
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In recent years, combined with the labeled data from the internet, this has given us breakthrough techniques in componentizing the proverbial brain into specialized areas — computer vision for sight, natural language processing for communication, robotics for motion and manipulation, learning for deduction, reasoning and problem solving and emotional intelligence for social interaction.
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The voice interfaces and natural-language processing technology on display in interactive speakers such as Amazon's Alexa or Apple's Homepod are examples of this actualization in action — predictive analytics and machine learning imbued into objects and interfaces to technology that collect data and collectively power progressively complex functions, often in real time.
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IBM's Rob High, the Vice President & Chief Technology Officer of IBM Watson, wrote in a company blog post that the new nanodegree it is developing with Udacity should teach students to build apps or platforms using game playing and search, logic and planning, computer vision and natural language processing, among other things.
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A key section details how these segments are used: If one of your Siri or Dictation interactions is selected for review, the request, as well as the response Siri provided, will be analyzed to determine accuracy and to generally improve Siri, Dictation, and natural language processing functionality in Apple products and services.
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Fortunately researchers at the Allen Institute for AI (AI2) already did a large part of the work with the creation of Semantic Scholar, a natural language processing system that ingests enormous numbers of papers and identifies key words, results, and other aspects, making them able to be easily searched and cross-referenced.
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Less important, at least in the current moment, are areas like natural language processing, which is what lets your smart speaker understand what you're saying and respond in kind, and general planning and decision making, which is what will be required of robots when automated machines are inevitably more integral facets of daily life.
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Founder and chief executive officer Mingming Zhu says Rokid raised a Series B+ instead of a C round because the company, which is based in Hangzhou, China with research centers in Beijing and San Francisco that develop its proprietary natural language processing, image processing, face recognition and robotics technology, is still in its early stages.
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As you say, any kind of natural language processing is inherently probabilistic and it will have made mistakes, which is why we have steered well clear of naming anybody who might be throwing abuse about online, but with enough good guesses on a dataset of almost half a million the overall percentages are good.
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Looking at that customer list, it's notable that many of these organizations have customer-facing operations, often with their own sets of repetitive processes that are ripe for improving by tapping into the many facets of AI — from computer vision to natural language processing and voice recognition, through to machine learning — alongside other technology.
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Moveworks uses AI and natural language processing to handle company support tickets, emails or chat messages employees send to their company's IT team when they need to unlock an account, to access a file, or to upgrade a program on their laptop that they forgot they needed to be done before a big trip.
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Vox has covered GPT-2 before — the system achieves state-of-the-art performance on some important tasks in natural language processing, writes decent poetry, and has attracted controversy due to OpenAI's decision not to release the full version while it contemplates countermeasures to prevent its use for spam, Amazon review fraud, and fake news.
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There are also many conferences that perform a rigorous review of the paper submissions including the International Joint Conference on Artificial Intelligence, the AAAI Conference on Artificial Intelligence, the Neural Information Processing Systems conference, the International Conference on Machine Learning, the conference on Uncertainty in AI, specialized conferences in computer vision, speech, natural language processing, and robotics.
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The list of acquisitions for the first half of this year was rounded out with MetaMind, which was acquired for $32.8 million (a figure that Salesforce disclosed in Q1) to expand Salesforce's capabilities in natural language processing; and "quote to cash" startup SteelBrick for $360 million, to add in a tool for salespeople to offer quick quotes to customers.
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For natural language processing, the data is generally collected in a corpus, which is a large structured set of texts that can be used to train the AI. To give you an idea of just how large data sets can be, when Watson beat the human champion of Jeopardy, it had previously ingested the entire Wikipedia database.
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Roku customers can currently use voice control with a Roku remote or the Roku mobile app to pull up content on a TV screen once it's already on, but this new voice assistant would use natural language processing to recognize requests and pull up Roku content across different devices, even if the TV was initially turned off.
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These devices "bring us a bit closer to being able to travel to places in the world where people speak different languages and communicate smoothly with those who are living there," said Graham Neubig, an assistant professor at the Language Technologies Institute of Carnegie Mellon University and an expert in machine learning and natural language processing.
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It's true that systems built using machine learning, like a majority of modern voice recognition and natural language processing ones, generally need to be audited by humans in order to improve — it's not clear how a machine would tell a false positive unless a human points it out, annotates the data, and feeds it back into the system.
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The company brings together not just a vast trove of data about proper grammar, but using AI techniques around machine learning and natural language processing it is constantly synthesizing new words and phrases and styles to improve the help that it provides to users, to solve what is essentially an everyday problem for many people: writing well.
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The purpose of the framework is to make possible UX implementations like style transfers and filters (basically what Snapchat and Facebook do with their mobile app cameras) with more accurate applications on user photos, as well as other functions better handled by deep learning algorithms, like scene detection, facial recognition, object tracking and avoidance, as well as natural language processing.
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Available for web, Android and an iOS version in beta, Gluru's first product is a smart to-do list app that claims to use a multi-patented and unique approach to natural language processing, deep learning, and ontology, in order to sync with your various "conversational data sources" — initially Gmail and Google Calendar — to identify daily tasks and suggest relevant actions.
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They also "intend to explore multiple cooperative projects based on a broad range of Microsoft AI technologies, such as Computer Vision, Speech, Natural Language Processing, Text Input, Conversational AI, Knowledge Graph and Search, as well as related Microsoft AI products and services, such as Bing, Edge, Cortana, XiaoIce, SwiftKey, Translator, Pix, Cognitive Services and Skype," Microsoft said in a statement.
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The axiom seems to go something like this: If a startup (or larger tech company) doesn't have an AI strategy in place, a way of thinking about how innovations in machine learning, computer vision, natural language processing, neural networks and the rest cannot help your business be smarter, or even move into completely new areas — you are most likely dead in the water.
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While voice-recognition-powered virtual assistants like Siri, Cortana, Google Now and Amazon's Echo continue to get more useful and reliable on the march to platform-dom, there is a parallel wave of development underway that has captured the public eye, where machine learning, artificial intelligence and natural language processing are getting corralled for more narrowly purposed means — by way of bots.
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The initial hype around bots — applications that run partly or entirely using natural language processing, machine learning, computer vision and other AI tech to help consumers ask and answer questions, buy things and get other stuff done — may have waned a bit, but a startup building the equivalent for the enterprise world, in a fast-growing field called robotic process automation, is seeing its star rise.
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According to McLane, cognitive pipelining automates the tedious research steps that descriptive and predictive analytics require, which results in "an acceleration of the analyst's ability to discover the real malicious traffic from the anomalous outliers and forecasting provided by ML." The use of predictive analytics coupled with machine learning and natural language processing allows for cybersecurity to move beyond the cumbersome strategy of maintaining black-lists.
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But the move signals how Google has increasingly focused a lot of its R&D on breaking new ground across the many facets of AI specifically, from technologies like computer vision, natural language processing, and neural networks, through to applications across virtually any and every business that Google currently and potentially touches, such as video, search and mobile apps, but also healthcare, automotive applications and other verticals.
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For now, it's up to users themselves to annotate what might be important to highlight for readers, although when I asked him, Kazi told me he would like to incorporate over time more features that might use natural language processing to summarize and pull out what might be worth following up or looking at if you only want to skim read a longer conversation.
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There are currently what seems like dozens of startups and larger businesses that are currently tackling the opportunity to provide "conversational intelligence" to sales teams, using advances in natural language processing, voice recognition, machine learning and big data to help turn every sales person into a Jerry Maguire (yes, I know he's an agent, but still, he needs to close deals, and he's a salesman).
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"Instead of sending out the exact piece for human transcription, you could create a way that has the same kind of noise or other acoustic features and have a human transcribe that so that you're not divulging anything private of your users," said Micha Breakstone, an expert in natural language processing and co-founder of Chorus, which builds A.I. for understanding conversations for sales teams.
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They found that Twitter can not only predict the majority of security flaws that will show up days later on the National Vulnerability Database—the official register of security vulnerabilities tracked by the National Institute of Standards and Technology—but that they could also use natural language processing to roughly predict which of those vulnerabilities will be given a "high" or "critical" severity rating with better than 80 percent accuracy.
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