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I am a senior staff research scientist at Google.
The focus of my research has been understanding deep learning models to push their boundaries; not just for (out-of-distribution) generalization, but…
Reasoning: I view “reasoning” as the process of using “reasons” for explaining or justifying decisions.
Language models are multilingual chain-of-thought reasoners.
including language modeling, representation learning, retrieval, and applications in specialized
currently cannot.
[ Paper ] [ Code ] [ Website ] [ Video ] [ Bilibili ] [ Slides ] Yemin Yu, Ying Wei, Kun Kuang, Zhengxing Huang, Huaxiu Yao, Fei Wu, GR…
Recieved a gift from P&G for exploring search interfaces based on concept graphs.
Some haunting questions: What is the nature of their internal representations, and how are they learned?