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generativist's profile
💥 (wannabe) Ƀreaker of (the Bad) Loops 💫
💥 (wannabe) Ƀreaker of (the Bad) Loops 💫
 💥 (wannabe) Ƀreaker of (the Bad) Loops  💫
@generativist

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 💥 (wannabe) Ƀreaker of (the Bad) Loops  💫

@generativist

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Palo Alto, CA
jbn.abreka.com
Joined May 2013

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    1.  💥 (wannabe) Ƀreaker of (the Bad) Loops  💫‏ @generativist 22 Apr 2019
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      I have a large repository of PDFs that I've wanted to analyze by constructing a graph over, Similarity of *questions* they ask instead of over, Bibliographical citations. NLP folks, how difficult do you think this task is?

      11 replies 2 retweets 19 likes
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    2. Artem Kaznatcheev‏ @kaznatcheev 22 Apr 2019
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      Replying to @generativist

      Sounds like you got many positive responses, so I guess it's my job to give the negative. Assuming these are academic papers, it seems that sometimes even undergrads cannot extract main questions from closely read text. I'd be sceptical of NPL delivering any deep solution to this

      2 replies 0 retweets 3 likes
    3. Artem Kaznatcheev‏ @kaznatcheev 22 Apr 2019
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      Replying to @kaznatcheev @generativist

      Especially if you want to cluster across disciplines, where people don't share a common vocabulary for asking similar questions. Within a discipline, you can get clustering by word use freq., but I doubt that'd be all that much more informative than clustering by references.

      1 reply 0 retweets 2 likes
       💥 (wannabe) Ƀreaker of (the Bad) Loops  💫‏ @generativist 22 Apr 2019
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      Replying to @kaznatcheev

      That's *sorta* related to my motivation. Citations remain fairly well-partitioned by discipline; questions aren't. But, I think you point at the main difficultly — they use different words to create similar questions. And like you said, even experts can't navigate that easily.

      11:24 AM - 22 Apr 2019
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      • ⬡ Jens Wiechers Artem Kaznatcheev
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        1.  💥 (wannabe) Ƀreaker of (the Bad) Loops  💫‏ @generativist 22 Apr 2019
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          Replying to @generativist @kaznatcheev

          Explicitly, this is an idea I had reading a lot of literature on beliefs. The different disciplines use different words and concepts (even for "belief") but lots of the rhetorical questions — especially in application sections — overlap in my head.

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        2. Artem Kaznatcheev‏ @kaznatcheev 22 Apr 2019
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          Replying to @generativist

          I suspect this is nearly impossible to do reliably by experts or NPL. It'd be interesting to have a training set of new interdisciplinary fields that spawned by noting 2 unrelated fields ask similar questions or need similar tools. But that might be a very small training set. :(

          1 reply 0 retweets 1 like
        3.  💥 (wannabe) Ƀreaker of (the Bad) Loops  💫‏ @generativist 22 Apr 2019
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          Replying to @kaznatcheev

          Yea. I suspect this is true, if only even because it doesn't exist... (Although, that evidence is weak given the history of availability.)

          0 replies 0 retweets 1 like
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