Machines Beat Humans on a Reading Test. But Do They Understand?
The Quanta Podcast
Quanta Magazine
4.7 • 638 Ratings
🗓️ 24 September 2020
⏱️ 32 minutes
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The post Machines Beat Humans on a Reading Test. But Do They Understand? first appeared on Quanta Magazine
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| 0:00.0 | Welcome to Quantum Magazine's podcast. |
| 0:06.0 | Each episode we bring you stories about developments in science and mathematics. |
| 0:11.0 | I'm Susan Vallett. |
| 0:13.0 | Turns out machines can read, but can they truly understand? |
| 0:18.0 | That's what some scientists are trying to figure out, and they're getting help from |
| 0:22.5 | a machine with a name associated more with rubber duckies. |
| 0:30.5 | In the fall of 2017, Sam Bowman figured that computers still weren't very good at understanding the written word. |
| 0:39.3 | Bowman's a computational linguist at New York University. |
| 0:43.3 | Sure, computers had become decent at simulating the understanding of written word in certain narrow domains, |
| 0:50.3 | like automatic translation or sentiment analysis. |
| 0:57.9 | For example, determining if a sentence sounds mean or nice. |
| 1:05.6 | But Bowman wanted measurable evidence of the genuine article, bona fide, human-style, reading comprehension in English. |
| 1:07.6 | So he came up with a test. |
| 1:09.7 | Bowman co-authored a paper in April of 2018 with collaborators |
| 1:14.0 | from the University of Washington and Deep Mind, the Google-owned artificial intelligence company. |
| 1:20.6 | In it, Bowman introduced nine reading comprehension tasks for computers. He dubbed the tasks |
| 1:27.2 | glue, general language understanding evaluation. |
| 1:31.4 | This seemed like a fairly normal sample, a fairly representative sample of what the community |
| 1:35.9 | thought were interesting language understanding tasks. |
| 1:39.2 | Glue and super glue are deliberately built on these tasks that we think should be pretty |
| 1:43.7 | straightforward for humans. |
| 1:44.8 | That anyone who is a fluent English speaker who's got something like an undergraduate education, |
... |
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