@Ylecun Now that you have joined the symbol-manipulating club, I challenge you to read my arxiv article Deep Learning: Critical Appraisal carefully and tell me what I actually say there that you disagree with.
It might be a lot less than you think.https://twitter.com/ylecun/status/1066418378070507520 …
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Replying to @GaryMarcus
What I don't quite understand is where your (possibly waning) hostility towards deep learning comes from when we (indeed) don't disagree that much on the way forward, and we (now apparently) agree that deep learning is part of the solution.
3 replies 2 retweets 17 likes -
Replying to @ylecun
My hostility is not to deep learning, it’s to deep learning alone. I have been clear about the distinction for 26 years, and pointed you numerous times to places where I have clarified this, typically in > 140 characters. [repeating inside thread, by request]
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Replying to @GaryMarcus @ylecun
Deep learning alone can do a lot of things (in NLP, CV, etc.). tbh it seems you do a lot of pointing to cases where it alone is not sufficient & say "see, Deep Learning won't get us to true AI" when no one was saying that it will in the first place (except non-experts).
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Replying to @andrey_kurenkov @ylecun
I would say (and have said) that deep learning alone cannot do true natural language understanding. (Yes, it can do some components of the pipeline).
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Replying to @GaryMarcus @ylecun
Yes of course it cannot do NLU, but it is a fact it is used to tackle a lot of NLP (meaning various pieces of the pipeline, such as translation, part of speech tagging, etc.). Same with CV (already used for recognition, detection, synthesis, etc.).
1 reply 0 retweets 0 likes
Just pointing out that AGI is not only thing deep learning alone can’t do, and that wasn’t clear in your tweet
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