Geoff Hinton dismissing symbol-manipulation and ignoring possibility of hybrid models, at G7 meeting earlier this week. When I referred to ”deep learning imperialism” it is exactly this, and the conflation of Google Translate with real language understanding, that I had in mind.https://twitter.com/tabithagold/status/1070736319901519876 …
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exactly. however, in alphago, symbols, along with the tree, do not affect vectors produced from DL. Symbols are external to the DL system. We need a hybrid in which a symbolic system is perfectly imposed onto the vector space, to improve the quality of vector embeddings.
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Geoffery Hinton explains the difference between symbolic AI and deep learning to great applause from the