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Azeem’s Picks: Beyond Deep Learning (with Gary Marcus)
Azeem Azhar's Exponential View
How to Get a Machine to Understand Running Text
Right now we have systems that can read all the world's data, but they read it very sloppily. We need to build systems that have enough basic understanding of those so that they can constrain what they learn. I just did a fun experiment with GPT2, which is probably the best language generation system in the world right now. If we get machines to understand one deep source in a deep fashion, it would be fantastic in an utter revolution compared to where we are now.
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