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Facial-Recognition Technology Cannot Read Emotions

Do not believe claims that facial-recognition technology can accurately identify people’s emotions, advised several scientists at the 2020 AAAS Annual Meeting in Seattle.

Such claims that a photo of a face can be easily_______are based on a flawed theory that we smile when we are happy and scowl (沉下脸) when angry, said Professor Aleix Martinez. “There’s no way that technology will ever be able to detect_______ that you’re experiencing following that approach,” Martinez said.

Research shows that, on average, people scowl only 30% of the time that they are angry, said Lisa Feldman Barrett, professor of psychology at Northeastern University. The rest of the time, they make other faces when they are angry, she said._______, people may scowl for other reasons — “when they’re concentrating, when someone tells them a bad joke,” she said. “Any AI that is claiming to detect a scowl and interpreting it as anger has some real_______.”

So much goes into communicating our emotions beyond our_______ movements. Other factors involving little use of language include our body pose, body movement and hormone responses like those that cause one’s face to go red from embarrassment or_______, said Martinez.

Martinez offered an example of the importance of having enough information. For instance, when he showed people a photo of a _________ man with his mouth wide open and his eyes nearly closed, most thought the man was extremely angry, his research showed. Yet anyone viewing the context — that the subject was a soccer player — could_________ that he was displaying excitement while celebrating a goal.

A mistake like this may not matter much, but so-called emotion-recognition technology has a larger reach. The technology’s _________ to incorporate facial movements could have serious, even dangerous outcomes, said Martinez. AI is sometimes used in classrooms, in the judicial (司法的) system and in hiring for jobs, he noted. Many of these systems learn from U.S. and European data ______________ by white people. Such inputs could negatively impact, for instance, the hiring of candidates of other races, Martinez said. “I think we have to take seriously the______________ in which this AI is being used,” said Barrett.

Seth Pollak, professor of psychology at the University of Wisconsin-Madison, shared research about the____________ of our ability to understand facial expressions and emotions. For several decades, scientists thought that infants arrived into the world with a little understanding about emotions, Pollak said. To the contrary, babies do not express____________ emotions. They have a distress system that broadcasts whether they are OK or not. Children learn about emotions beyond good or bad, and research shows that even with incredibly brief levels of exposure to contextual information, very young children start to change how they____________ their inferences about other people’s emotions. “Human brains are actually able to____________ patterns and make inferences about what might be happening at a sophisticated computational level with actually very little experience.” he said.

1.A.recognized B.interpreted C.noticed D.realized

2.A.emotions B.experiences C.incidents D.impacts

3.A.Therefore B.However C.Anyway D.Additionally

4.A.outlooks B.problems C.results D.mysteries

5.A.body B.brain C.facial D.gesture

6.A.disappointment B.unemotionality C.excitement D.shock

7.A.red-faced B.long-eyed C.round-shouldered D.short-haired

8.A.propose B.ensure C.indicate D.infer

9.A.failure B.capability C.fight D.initiative

10.A.dominated B.calculated C.concluded D.preserved

11.A.approach B.direction C.context D.contest

12.A.varieties B.differences C.resources D.origins

13.A.specific B.internal C.strong D.uncomfortable

14.A.pick B.categorize C.express D.expect

15.A.take out B.bring out C.carry out D.figure out

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