" I stammered, "How can you make such a generalization?
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This study, however, may throw a wrench into that generalization.
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The generalization takes away from the bite of the observation.
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That process, called "generalization," requires a different set of skills.
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All of this is a broad generalization, to be sure.
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But there is some truth to the generalization, he said.
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And even identifying those differences requires a lot of generalization.
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"'Big Tech' is a big generalization," said Rick DeRushia, 58.
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The only safe generalization is that you can't really generalize.
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How do we measure and maximize generalization in learning systems?
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Now that, again, is a fact but a fairly sweeping generalization.
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Or will they run into the generalization problem like chat bots?
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It is many cuisines in one, each resisting generalization and abridgment.
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Moore still suffers from bouts of self-aggrandizement and snide generalization.
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It might be a generalization, but it certainly isn't a negative one.
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As a result, any sort of generalization is bound to be inadequate.
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"That's women," he says, making a sweeping generalization about an entire gender.
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He added that was a generalization, because no two properties are alike.
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The truth is, all prejudice is born out of generalization and misunderstanding.
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But such generalization can obscure, and the same is true for when we
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This is a very broad question, and requires a fair amount of generalization.
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The vast size and complex landscapes of the Central Asian region defy generalization.
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Her generalization is leading people to label the actress racist, ignorant, and hypocritical.
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But there are exceptions, as there always are, to that kind of generalization.
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This criticism of lawyers as writers is a generalization, although not completely invalid.
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"It's a generalization, but maybe men are less inclined to talk," she said.
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This sounds like a sweeping generalization, but it's just what those restaurant owners do.
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It uses neural language models that group similar words together, allowing for efficient generalization.
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Their success reflects a fundamental generalization about human performance — that it's not distributed normally.
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This is not only an insult to the Palestinian people, but a merciless generalization.
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Second, practicing in non-office settings enhances generalization of skills to real-world environments.
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Lee has a gift for the well-observed generalization, but a related tendency to oversummarize.
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However those perceptions came to be, we need to break the cycle of hasty generalization.
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It's the kind of circular thinking that spins an "I" statement into a "we" generalization.
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But once I'd have done it, what would I have learned about intelligence or generalization?
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The idea of it lasting a week, every month is just a generalization that works.
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I think that's a generalization—a lot of communities in the world discriminate against LGBTQ people.
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The challenge with AI — and put aside Terminators and generalization where everything thinks or AI thinks.
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Pushing that generalization out to the limit requires being able to go and understand the structure.
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Now, that again is a, fairly sweeping, it's a fact, but it's a fairly sweeping generalization.
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If there's one generalization you can make about Turkish people, it's that they like their meat.
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It's a lack of understanding from members and a broad generalization that these people are lazy.
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Rough generalization here that they will have a harder time to figure out the new landscape.
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A far better approach would be something more like a generalization of the American Airlines model.
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This flexibility is called generalization, and it's important for robots that must interact with the real world.
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That may be too much of a generalization, but I wouldn't knock it because it's basically right.
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In this way, we were able to gauge infants' patterns of generalization from one person to another.
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These countries' records on gender equality vary widely, and, perhaps inevitably, Zahidi's analysis is prone to generalization.
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He says the widely publicized view of millennials as eternal renters appears to be largely a generalization.
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It also means to weight ideas, to compare and contrast assertions, to connect one generalization to another.
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Although we say that each candidate "has won" a certain number of delegates, that's actually a generalization.
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We need to move now from generalization to specifics so people can see what the differences are.
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I spent too much of my youth in a military dictatorship to find this a plausible generalization.
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"I think there's been a lot of generalization when it comes to reports on the north," he said.
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This is based on the "very obvious generalization" that children accept the values of the family, said Berkeley.
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Their claim insinuates a rather timid, unprincipled IC workforce that I don't believe is worthy of that generalization.
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Researchers whose work has shown differences between men's and women's brains viewing sexual stimuli objected to such generalization.
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For example, "Writing tip #43" at 23A is NEVER GENERALIZE which, of course, is a generalization in itself.
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Too much of a generalization to say "always" and "at all points," but religions certainly show vivid understanding.
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Of course, that's a generalization—a lot of Lethwei matches descend into sloppy brawls with hair pulling to boot.
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Nothing seems to be repeated, meaning each thing had to have been seen for itself, without schematizing or generalization.
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" In other comments, he tried to explain the generalization: "ALL white people need to take accountability with the issue.
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Maybe it's too much of a generalization, but I feel like that's changing—the codes are not as clear.
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TL;DRVast generalization — if you&aposre pitching someone who is a decision maker, focusing on crazy upside is important.
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This is a gross generalization, unfair to many, but the impression of a slough in art history is unshakable.
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The authors said the country has its own dietary and lifestyle characteristics, so there should be caution in generalization.
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"They have a tendency — and this is a generalization — to be very neurotic, very married to their job," she says.
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But our overall behavior is worth examining too: What's the generalization we can make about how we use our phones?
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Online, we traffic in algorithms, aggregations and demographic data sets, the pseudoscientific dressing for old habits of generalization and stereotyping.
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But upon closer inspection, millennials may not be as easily a part of the Democratic Party as that generalization assumes.
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It's a vast generalization, but there's not a black person in America that doesn't know what a fist bump is.
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Not surprisingly, the focus of these reports is the generalization that STEM majors pay graduates better than liberal arts majors.
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It's a massive — but often used — generalization that men have contributed more to science than women have in the past century.
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And without fail, it ends up becoming a generalization about bigger life problems: Okay, how much money am I starting with?
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Mende sharply criticized the report at a news conference in the days after it was released, accusing Stearns of "abusive generalization".
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"Normally, if you do brain training and you want to show effective training, you need to show some generalization," she said.
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Bridges says that if this generalization about women can be made, then it is the product of cultural ideals—not evolution.
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This is a broad generalization, of course, but I must contextualize how my glorious, newly acquired 11 pounds came to be.
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"I think there is quite a bit of generalization and confusion about the notions of privacy, anonymity and transparency," Cirio says.
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LYONS I agree with that wild generalization, there are way more comedies I look forward to watching than there are dramas.
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But that kind of generalization can make others really uncomfortable, whether they are members of that group or not — me included.
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Saying that naturopathy is pseudo-science is the over-generalization of the decade, and the author needs to get her facts straight.
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SHAFAK With all due respect, I think such a generalization is rather unfair to the breadth and depth of modern British literature.
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"Humans are remarkably good at generalization," the researchers wrote in their paper about PetSwap, which is available on the arXiv preprint server.
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The people spreading the "all women are gossips" generalization are all men who have been doing their fair share of talking too.
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It sounds like a grandiose generalization to describe anybody as an "artist of our time," but for Signe Pierce, it's an apt description.
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The real estate mogul's defense of his statement that "Islam hates us" is a generalization that could harm American foreign policy, Rubio said.
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"It's really a sad narrative and generalization being painted that everyone there is a criminal, and everyone there is on drugs," Elder said.
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But one's morality depends on their values and culture, and therefore it's impossible to set a sweeping generalization when it comes to it.
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League noted that he also objected to the generalization of millennial behavior, stating that young people aren't the only ones who use cellphones.
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This is a generalization, but I think actors have fantastic ways of looking at the world and exploring human interaction and approaching text.
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" "I will never understand the Republican argument, and it's a total generalization there, that we don't want to count all of the votes.
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And, for the record, we are talking about an individual case here, so that insulting generalization about women in the industry is irrelevant.
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While "You people …" could be seen as a potentially offensive generalization, "U people?" is a hint at people who work at a university.
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Even as I write these words I think of dozens of writers, both male and female, who make a mockery of this generalization.
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It's almost enough to make you think that older people have lost their interest in sex, which is a generalization that's simply not true.
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I don't regret my decision, and this kind of gross generalization just proves that he isn't interested in what women actually experience or think.
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They then identify any distortions that apply to that thought, such as Catastrophizing, Magnification of the Negative, Fortune Telling or Over-Generalization, among others.
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And, while it's a broad generalization, people with higher incomes do tend to live happier and less stressful lives than those with low ones.
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"It's hard to build a generalization about women candidates based on Hillary Clinton," said Timothy Garton Ash, professor of European studies at Oxford University.
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The kind of sweeping and sometimes racist generalization of the continent and its people that is not uncommon in the US, Europe and Asia.
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The less concrete argument—that those same players were childish, arrogant, unprofessional, entitled, or some other lightly coded criticism—was much more of a generalization.
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The Midwest, much like the rest of the country, is a complex, multifaceted region that cannot be reduced to a blanket generalization about its politics.
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"It's a bit of a generalization, but if we're talking about a gender split, I think women are better at maintaining friendships," Izzy pointed out.
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When modeling ObamaCare, the CBO made a similar generalization when it came to assumptions around which states would expand their Medicaid programs in the future.
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It's very easy to look at a whole country, look at their policy and make a broad generalization about the people based on the policy.
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As a professor at Princeton, Dr. Langlands started investigating ideas that connected the mathematics of integers with a generalization of the theory of periodic functions.
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The programmer masculinity problem, according to Jang, is a prime example of a "gender generalization," or an assumption based on over-valuing of gender stereotypes.
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During the primary debates, he often would ramble enough to fill up nearly all the time he was allotted, then throw out a catchphrase or generalization.
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Editor's Note: This is a personal essay reflecting one person's experience, and is not intended to be a generalization about the experiences of all LGBTQ people.
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Flexibility and generalization are something that even human 1-year-olds can do but that the best machine learning systems have a much harder time with.
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Instead, the book's most memorable character may be Mongolia itself, a rugged physical and political terrain that defies easy generalization or the exoticizing accounts of Westerners.
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Some recent work includes a "decoupling theorem" — a sort of very abstract generalization of the Pythagorean theorem applied to oscillating waves like light or radio waves.
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" She shared a similar sentiment while speaking with Good Morning America's George Stephanopoulos: "We're now in the area where we have to go from generalization to specifics.
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A piece of information that has some bearing in reality will get regurgitated and spit out over and over again until it turns into this hyperbolic generalization.
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The image of the shillelagh signified the entire country's obsession with fighting, which was an unfair generalization, given that not every Irishman or woman engaged in fighting.
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For one thing, it is a ludicrous generalization to speak of Indian cuisine, which comprises many different regional styles and traditions, as if it were one thing.
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If you ask me specifics, that's something I could go into deeper, but generalization, I don't know that I even have the capacity to even answer questions.
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" SANDERS: "I don't think it's necessarily specific to a broad generalization of a full outlet, at times, I think there's individuals that the President would be referencing.
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I'm gonna make like a huge generalization but I think people use Snapchat and that era, it's not the Facebook generation, it's sort of this Snapchat generation. Right.
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If you want to one day become able to handle the complexity and uncertainty of the real world, you have to start asking questions like, what is generalization?
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"I wanted to talk about how you can survive your own consequences, because I think there's a generalization in classical literature that women's consequences cannot be survived," Gilbert says.
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After while I realized that we were dealing with generalization, you can make art from removing something with explosives, it is pretty sufficient, it doesn't have to be special.
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Robotic companies we find most exciting today are addressing key driver areas of (1) high labor turnover and shortage and (2) new research around generalization on the software side.
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Large parts of popular culture — and pretty much all of stand-up comedy — consist of reducing people to one or another identity and then making jokes about that generalization.
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In reality, the poisonous M&Ms analogy is a more manipulative version of the general tactic known as the "I know not all X are Y, but [flawed generalization]".
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I am asking us all to spend some time contemplating the dangers of generalization, and the horrors that follow when we strip people of the details that give them humanity.
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Dr. Rebecca Katz, the director of the Center for Global Health Studies at Georgetown University, said that there is too much we don't know before making a generalization like that.
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And this sort of solidarity among so many survivors to shift the blame that they felt - not to make a sweeping generalization - but that many have felt in that silence.
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Call this a generalization — it surely is — but the two statements could not be a clearer contrast in how men and women are socialized and pressured to speak in public.
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"I thought that they made a hasty generalization of the kind of job bloggers and/or influencers do, that we only rely on free passes, free food and accommodation," he wrote.
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"The district as a whole is receiving publicity that is judging our schools and community on the events of that afternoon into a negative, broad generalization," he wrote on the website.
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For a long time, researchers thought they could improve generalization skills with the right algorithms, but recent research has shown that conventional deep learning is even worse at generalizing than we thought.
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Researchers have been experimenting for decades with methods for imbuing A.I. systems with intuitive common sense and robust humanlike generalization abilities, but there has been little progress in this very difficult endeavor.
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However, on a personal basis, over-focus on those issues can lead to scapegoating, misplaced rage, over-generalization, or even a tinge of paranoia — none of which actually aids in resolving depression.
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"We are evaluating the measures that the United States may take," Gao said, stressing that Washington's generalization of the concept on national security would only result in unnecessary barriers and damage trade.
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I know this is a generalization and there are circumstances out of our control as to why we need to provide for our children for an extended period or perhaps a lifetime.
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Even though they're making a documentary that seeks to understand sex workers and the working class, the filmmakers indulge, again and again, in easy condescension, generalization, and stereotyping that undermines their eventual conclusions.
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Trump's use of the phrase "bad hombres" in the campaign provided a target for his opponents, who accuse the administration of building its immigration policy around a sweeping generalization of Hispanics as criminals.
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I would say calling any of these things social networks is probably a fairly broad generalization and just a way to think about the user interface, maybe not the ultimate benefit for members.
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I believe that immigrants who commit violent crimes should face consequences just like any other person in this country should, but I absolutely reject the generalization that has been made about all immigrants.
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In some cases, we might decide we can replace a demographic generalization with individual assessments or testing programs — as the AARP has urged in the case of the F.A.A.'s mandatory retirement age.
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"Although this is a generalization, on the whole the music that Messiaen has written for the instrument is in the character of a seraphic, superhuman soprano, wishing good to the world," she said.
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Past case reports have shown that people with brain damage to the right hemisphere had trouble identifying emotional faces, leading to a generalization that the brain processes emotions more in the right hemisphere.
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In the United States, women are more proactive about seeking health care than men, and some small studies have found the generalization applies to Chinese students at universities in the United States, as well.
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That's a generalization, of course, but only in service of sharing a point many of the actors made to me: They now want to be seen; they now want people to know they exist.
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While there might be some truth in that argument, the generalization that fossil fuels provide light and therefore prevent sexual assault because of "righteousness" still relies on dangerous and incorrect ideas about why people rape.
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Donath says the study—and the book it inspired, Regretting Motherhood, which was published in Germany in February—isn't intended to be a generalization of all mothers, nor is it representative of an average population.
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As a generalization, fantasy writing has leaned more on political storytelling the more it's tried to escape the inevitable influence of Middle-earth, and revise the Eurocentric and Christian tropes that Tolkien's particular worldview bequeathed.
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Tishby argues that the network models analyzed by Saxe and his colleagues differ from standard deep neural network architectures, but that nonetheless, the information bottleneck theoretical bound defines these networks' generalization performance better than other methods.
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The purpose of Fraser's capsule histories is to rise above this kind of generalization, in favor of more specific accounts of how class rose and fell in American politics and culture at one time or another.
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"I think it's a shame when there's a generalization about unicorns or some aggregation of all businesses that are making an impact entrepreneurially and in industries," said Brad Keywell, co-founder and CEO of Uptake Technologies.
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But I don't doubt that for Justice Ginsburg, it was a price worth paying for being able to strike a blow against still another law based on a generalization about the way "men and women are."
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"I would not pick those terms but I would say that the conditions in Haiti are deplorable, they are disgusting," Gaetz said on MSNBC, after host Chris Hayes criticized the "over-generalization" of Trump's alleged remark.
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A California appellate court has ruled that Tinder's variable pricing for Tinder Plus, which charges more for users over 30, is discriminatory as it makes an "arbitrary, class-based generalization" about users' incomes, as reported by Quartz.
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" PH is a generalization of NP. This means it contains all problems you get if you start with a problem in NP and make it more complex by layering qualifying statements like "there exists" and "for all.
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Since an ineluctable part of being a human self is suffering, part of what we humans come to art for is an experience of suffering, necessarily a vicarious experience, more like a sort of 'generalization' of suffering.
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Why did you go public with this generalization that people in Twitter are generally liberal or lean left, and that's our culture, which I have no trouble believing is true, but why did you start talking about that?
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If I may make a sweeping generalization, children's book authors — from those who write board books suitable for teething to those who write young adult fiction full of vampires and angst — are the nicest people on the planet.
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Davis's language has been compared to music, and though she can craft a lyrical sentence ("Not that mother was particularly big, just sweeping like a generalization"), much of the writing here reads more like an oblique spiritual handbook.
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One of the hacked emails from campaign chairman John Podesta contained apparent transcripts of Clinton's private speeches, where she advocates for "open borders and free trade," which her campaign later downplayed as a generalization of her views on trade.
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We conclude the discriminatory pricing model, as alleged, violates the Unruh Act and the UCL to the extent it employs an arbitrary, class-based, generalization about older users' incomes as a basis for charging them more than younger users.
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Yes, the French mathematician the Marquis Condorcet showed that choices may cycle, and Kenneth Arrow's generalization of this paradox showed that there is no perfect voting system, but both results are founded on the assumption that voters rank candidates.
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Again this is a generalization, but the idea that companies can secretly use your personal information to manipulate you seems much more unsettling to Europeans than the knowledge that the government is tracking subway rides and videotaping city streets.
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The fact that Huppert did is not at all — her filmography is too sprawling to support any one generalization, but a consistent theme in it has been a willingness to take on work that's difficult, transgressive, shocking, and downright grueling.
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The generalization of the statement, he says, alludes to his belief that it's every white artist's responsibility to actively push for more inclusive artist spaces—especially in cities like New York, where white people make up under half of the population.
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So as a generalization, that kind of framework and protocol that you've handed to 30,000 people around the world who are doing the enforcements, the protocols need to be very specific in order to get any kind of consistent enforcement.
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The photographer uses this to brilliant effect, using portraits of New Guineans in traditional dress as foils of their fellow citizens in more Western clothing so that the intricate balance of identity amid generalization, tradition, and modern intrusion comes to light.
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As we watch these shootings unfold, repeatedly, on a dash cam of a police car or an iPhone video, we're left with the impression that police officers do not—and this is a sweeping generalization—place sanctity on human life.
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"Unlike most white Americans in the 1830s," we're told, "she tried to face and understand her fears" about a war over slavery — a generalization that makes it hard to judge her thoughts as they existed in her own place and time.
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Because the language of the Asian salad is revealing of the dangers of bland, disembodied generalization: When you fail to see countries and cultures as discrete entities, what kind of consideration could you be expected to give to individual people?
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"The generalization has been that when we have a hefty majority we have a lot of people from (swing) districts that make it hard to maintain our unity," said David Price, a longtime Democratic representative from North Carolina and former political scientist.
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By a generalization of that principle, bitcoin's market value by the end of the year should be no more than $77 billion, Spencer Wheatley and Didier Sornette, both professors of entrepreneurial risks at ETH Zurich, said in a paper dated March 16.
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Despite the "model-minority myth"—the inaccurate generalization that all Asian-Americans are successful and thus a "model" for other minority groups to emulate—members of the AAPI community are susceptible to trauma, whether it's personal, family-related, or country of origin-related.
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As I have explained at length elsewhere, "Muslimness" in this "new racism" is defined by the onlooker in a position of power, not the bearer of the identity, and is imposed onto people through generalization, misperception and stigmatization made ubiquitous by public discourse and repetition.
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I've been talking about this onstage since the night it happened, and I've realized that this generalization about college students is not unlike racists thinking every brown person is a terrorist, or people thinking that every orange-faced, yellow-haired person is a lying idiot.
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But this generalization has its limits; to pluck one now-classic example, Ursula Le Guin's "Earthsea" novels are revisionist in some of the ways I've just described, but far more concerned with the life and death of magic than with an Archipelagan game of thrones.
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Our adult brains, which boast several hundred trillion connections between 86 billion neurons, in all likelihood employ a bag of tricks to enhance generalization, going beyond the basic image- and sound-recognition learning procedures that occur during infancy and that may in many ways resemble deep learning.
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"Rather than thinking of an image of a letter as a pattern of pixels and learning the concept as mapping those features" as in standard machine-learning algorithms, Lake explained, "instead I aim to build a simple causal model of the letter," a shorter path to generalization.
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"Modern AI systems work well for the specific problem on which they've been trained, but getting AI systems to help address some of the hardest problems facing the world today will require generalization and deep mastery of multiple AI technologies," the companies wrote in a press release.
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You might want to start, as do the best obituaries, with a generalization about the overall significance of the life, then backtrack to the chronological sketch you have already produced, and conclude with funeral and memorial arrangements as well as a list of the closest survivors.
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While perhaps there was a time in which it was trendy for groups to have a more produced, cookie-cutter image — and certainly there are some tired Asian tropes baked in there — that generalization seems unfair when faced with the passion and earnestness of modern groups like ATEEZ.
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In your paper, you describe two different conceptions of intelligence that have shaped the field of AI. One presents intelligence as the ability to excel in a wide range of tasks, while the other prioritizes adaptability and generalization, which is the ability for AI to respond to novel challenges.
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"The History of Western Philosophy," Bertrand Russell With all of its inevitable sins of omission and generalization, this great compilation of Western philosophical ideas and currents from pre-Socratic times until the middle of the 20th century is an invaluable and accessible guide to our shared social history.
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"When you think about a cannabis product or service, it doesn't lend itself to all of your traditional types of advertising and marketing, not only because of legality but because you have a very curious consumer - we're going to make a gross generalization - who is 'clueless' as well," she told CNBC.com.
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My director Bobby Moresco and I spent a lot of time trying to make sense of it because we both know a lot of people who are on board with Trump and to dismiss them as racist or supremacist or dumb is as bad of a generalization as anything Trump says.
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Tishby and Shwartz-Ziv also made the intriguing discovery that deep learning proceeds in two phases: a short "fitting" phase, during which the network learns to label its training data, and a much longer "compression" phase, during which it becomes good at generalization, as measured by its performance at labeling new test data.
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While I would never argue this is a myth, the notion that breastfeeding will automatically lead to weight loss -- which is reinforced by virtually all medical professionals, lactation consultants, and parenting websites a woman encounters during and after pregnancy -- is a generalization that doesn't account for the diversity of body types among women.
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At the risk of broad generalization, science fiction — even literary science fiction — often sacrifices the science for the emotion, or the emotion for the science, yet Williams weaves the two together, and her novel shows how philosophical and sharply relevant fiction, this kind of fiction, can be in this fast-changing century.
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" While Volker said Sondland's reference was just a generalization rather than a specific allusion to the investigations Trump sought into the Biden family and events surrounding the 2016 election and that he believed such investigations might have been appropriate, he also noted that "I think all of us thought it was inappropriate.
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"We conclude the discriminatory pricing model, as alleged, violates the Unruh Act and the UCL to the extent it employs an arbitrary, class-based, generalization about older users' incomes as a basis for charging them more than younger users," Superior Court of Los Angeles County judge William F. Highberger ruled, according to a court doc.
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