Just read the Berent & @GaryMarcus response. Summarizes familiar arguments against 1980s-style connectionism, but it would have been useful to see a discussion of more recent work, e.g.https://twitter.com/Joe_Pater/status/1048569045438541826 …
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Recent neural architectures with structured inductive biases (syntactic, relational, compositional, etc), which I assume would not be taken to follow the "associationist hypothesis" (from
@redpony,@jacobandreas, and others),2 replies 0 retweets 6 likesShow this thread -
Which work are you thinking of here?
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This review from DeepMind has a lot of references (incidentally we're reading it this week in my seminar): https://arxiv.org/abs/1806.01261
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Replying to @tallinzen @nsaphra and
Also the Stanford Tree RNNs stuff from
@RichardSocher,@sleepinyourhat et al1 reply 0 retweets 3 likes -
Replying to @tallinzen @nsaphra and
Thanks for pointing me to this. It’s an interesting response, and in most ways a more current version of arguments I’ve usually heard critiqued in a more dated form.
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Replying to @sleepinyourhat @tallinzen and
(Of course, I don’t agree with everything, especially the rosy impression they give of the way innateness issues are treated in linguistic theory.)
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Replying to @sleepinyourhat @tallinzen and
By the way,
@GaryMarcus—do you know if there's a public write-up of "How we reason about innateness"? It's cited as evidence for a fairly bold claim, but all I can find is a talk with no associated paper.1 reply 0 retweets 0 likes -
Replying to @sleepinyourhat @nsaphra and
Do you mean the claim that "resistance to innate ideas could well be grounded in core cognition itself" (Berent et al. 2018)? I missed that one on a first reading. Interesting.
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or as Lila Gleitman says, “empiricism is innate”
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Replying to @GaryMarcus @sleepinyourhat and
or as Karl Marx says, "empiricism is false consciousness"
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