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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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    1. François Chollet‏Verified account @fchollet 26 May 2019

      Children learn about 10 words a day on average; a single example of a word can be enough to learn its meaning. In any given example, a new word co-occurs with a myriad of features of the child's current mental state -- yet the child can separate the word's meaning from the noise.

      14 replies 86 retweets 467 likes
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      François Chollet‏Verified account @fchollet 26 May 2019

      That is because the meaning of a word is not defined by how statistically likely it is to co-occur with other words, or with features of the external environment, or with features of your own inner world. Meaning is simply not statistical in nature.

      5:44 PM - 26 May 2019
      • 68 Retweets
      • 474 Likes
      • miheme Michèle Drechsler Udbhav Bamba jayurbain Andrew Pynch The Great Ape (3,3) Tim Rooney ProFatXuanAll Wallace hobbes
      23 replies 68 retweets 474 likes
        1. New conversation
        2. Thomas G. Dietterich‏ @tdietterich 26 May 2019
          Replying to @fchollet

          I doubt that the "meaning" of a word is defined at all.

          4 replies 0 retweets 12 likes
        3. Shyamal Chandra (Founder and Freelancer)‏ @shyamal_chandra 26 May 2019
          Replying to @tdietterich @fchollet

          First of all, @ProfFeynman said knowing something (crystallized intelligence) is different dan understanding something (fluid intelligence). Second, I could memorize thirty words every week for 7th grade. Third, fast learning means no understanding. Unless, you r "Mozart". 42

          0 replies 0 retweets 0 likes
        4. End of conversation
        1. dmitri detwyler‏ @ddetwyler 26 May 2019
          Replying to @fchollet

          It’s based on how other people respond or orient to it in interaction, whether verbally or not. Meanings can originate only in co-construction even if the word is later used in a non-interactive setting.

          0 replies 0 retweets 1 like
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        2. Jiliac‏ @Jilyac 26 May 2019
          Replying to @fchollet

          I very much disagree. Staying on the learning of meaning and not on the "true nature" of meaning: Children may learn 10 words/day, but is the sense they give to the words fixed? Doesn't it narrow/broaden as they see more examples of it.

          1 reply 0 retweets 3 likes
        3. Jiliac‏ @Jilyac 26 May 2019
          Replying to @Jilyac @fchollet

          When I try to remember the way I learned some words, some concept looked fuzzy at first and I understood them better after seeing how other people used it. Similarly, we can see some new words don't have a clear meaning; different people understand them differently.

          1 reply 0 retweets 5 likes
        4. Show replies
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        2. John Bladen  🎹‏ @JSB_1685 26 May 2019

          He/she learns lots of things: what the word sounds like, who said it, how their lips and other body parts moved when they said it, what the cat looks like, how it moves, what it smells like, and so on, by how those things relate to what they already know. Then, straight away, ...

          1 reply 0 retweets 0 likes
        3. Show replies
        1. Angelina Zarkova‏ @angelina 26 May 2019
          Replying to @fchollet

          https://www.amazon.com/Balancing-Act-Statistical-Approaches-Communication/dp/0262611228 …

          0 replies 0 retweets 0 likes
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        1. Dr. Non-Linear‏ @tswaterman 26 May 2019
          Replying to @fchollet

          this is so completely wrong. If the meaning of a word is not correlated with any of these things, then is it correlated with anything?

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        1. Corey Yanofsky, α-stable statistician‏ @Corey_Yanofsky 26 May 2019
          Replying to @fchollet

          meaning is stored in the balls

          0 replies 0 retweets 0 likes
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