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GaryMarcus's profile
Gary Marcus
Gary Marcus
Gary Marcus
@GaryMarcus

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Gary Marcus

@GaryMarcus

CEO/Founder of http://Robust.AI ; cognitive scientist, and best-selling author. New book: http://Rebooting.AI : Building Artificial Intelligence We Can Trust

garymarcus.com
Joined December 2010

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    1. Gary Marcus‏ @GaryMarcus Nov 5
      • Report Tweet

      Gary Marcus Retweeted Thomas G. Dietterich

      Last week: Deep learning is on verge of understanding natural language. Problem of tracking world change over time solved 3 years ago. This week: Nobody ever said statistical language models understand anything.https://twitter.com/tdietterich/status/1191756945226522624 …

      Gary Marcus added,

      Thomas G. Dietterich @tdietterich
      Replying to @GaryMarcus @DrLukeOR and 3 others
      To be fair, none of the statistical language models are trained on tracking or understanding tasks. They are trained to be statistical language models. Is someone claiming otherwise?
      3 replies 13 retweets 61 likes
    2. Thomas G. Dietterich‏ @tdietterich Nov 5
      • Report Tweet
      Replying to @GaryMarcus

      Now now. I didn't say they understand nothing; you know very well I wouldn't claim that. The "extend this prompt" demos show that the new models extend the span of "local coherence" far beyond what n-gram models would capture. But they also reveal major semantic failures...

      2 replies 0 retweets 6 likes
    3. Beth Carey‏ @BethCarey12 Nov 5
      • Report Tweet
      Replying to @tdietterich @GaryMarcus

      I would say @tdietterich the statistical language models are limited to incremental improvements because of science. As Yoshua Bengio says, DL is lacking in understanding & generalization out side the training data. That's not generalization required for scaled NLU to @PatisNLU

      2 replies 1 retweet 2 likes
      Gary Marcus‏ @GaryMarcus Nov 5
      • Report Tweet
      Replying to @BethCarey12 @tdietterich @PatisNLU

      and as gary marcus says, and has been saying since 2001.

      10:44 AM - 5 Nov 2019
      • 1 Like
      • Pat Inc; now waitlisting for early access.
      0 replies 0 retweets 1 like

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