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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 4 Feb 2020

    So what are the functions of language? On top of my head: - Language as communication channel (receive and convey information about the world) - Language as affordance (saying something = action towards a goal) - Language as social lubricant (chitchat, etc)

    7:02 AM - 4 Feb 2020
    • 36 Retweets
    • 228 Likes
    • Jayant Alperen Degirmenci kaalam.ai Urvish Patel Deep Fella Zanzi صادق Zoey Li yeon
    10 replies 36 retweets 228 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 4 Feb 2020

        - Language as operating system for the mind (a tool to formulate complex thoughts, to store thoughts, index & retrieve thoughts or memories) - Language as artistic medium (poetry, etc) - Language as DNA for society & civilization (tool to store and propagate knowledge, culture)

        6 replies 7 retweets 59 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 4 Feb 2020

        The common thread here is that language is always an interface: the study of language only makes sense in the context of the relationship between an agent and its environment (including other agents), an agent and itself, or many agents as a collective.

        2 replies 18 retweets 90 likes
        Show this thread
      4. François Chollet‏Verified account @fchollet 4 Feb 2020

        Modeling the statistical structure of language absent any context is a bit like modeling the latent space of all airplane cockpits. It will enable you to generate new realistic airplane cockpits via interpolation, but it misses the purpose & the broader context of this interface

        4 replies 23 retweets 102 likes
        Show this thread
      5. François Chollet‏Verified account @fchollet 4 Feb 2020

        Meaning is contextual

        4 replies 16 retweets 83 likes
        Show this thread
      6. End of conversation
      1. New conversation
      2. Yoav Shoham‏ @yshoham 4 Feb 2020
        Replying to @fchollet

        My first paper ever was titled “Why do we articulate your thoughts?” The paper wasn’t good, but I think the thesis stands: We project from a very high dimensional thought space to a tiny linear space, forcing us to distill key semantic elements. Just one reason of course.

        2 replies 2 retweets 29 likes
      3. Kanav‏ @kanav_setia 4 Feb 2020
        Replying to @yshoham @fchollet

        Whao!! I literally explained the same thesis to my friend couple of days back. But, I had another layer with the thought space being a subspace of a much higher dimensional space in which neurons fire.

        0 replies 0 retweets 2 likes
      4. End of conversation
      1. Rodrigo Martínez  🇨🇱 🇧🇷 🇩🇪 🐞 🍀 🥑 🥗‏ @Rodrigo31415 4 Feb 2020
        Replying to @fchollet

        Language did not evolve for communication, it evolved for thought according to:https://www.sciencedirect.com/science/article/abs/pii/S0149763416305796 …

        0 replies 0 retweets 4 likes
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      1. New conversation
      2. Amardeep Singh Sidhu‏ @adssidhu86 4 Feb 2020
        Replying to @fchollet

        Can you suggest intense reading list on this subject.

        1 reply 0 retweets 1 like
      3. Alexander‏ @viriditax 4 Feb 2020
        Replying to @adssidhu86 @fchollet

        Start with Gleick's "The Information" for a history of info tech and human society and then skim through McLuhan's "Understanding Media" for systems insight into mental effects of media. Then hit Holland's "Signals & Boundaries" and Borges' "Library of Babel".

        0 replies 0 retweets 4 likes
      4. End of conversation
      1. New conversation
      2. Overheard at the Costco‏ @BoStillTalking 4 Feb 2020
        Replying to @fchollet @Aelkus

        As a professional dramatist, I believe that a HUGE percentage of the language deployed in conversation is of the "affordance" variety. (Also, "affordance" is a very cool word, so thanks for that.)

        1 reply 0 retweets 3 likes
      3. Bonne Année 2020‏ @YLourdone 5 Feb 2020
        Replying to @BoStillTalking @fchollet @Aelkus

        hello

        1 reply 0 retweets 0 likes
      4. Show replies

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