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Wednesday, March 8 • 2:40pm - 3:20pm
Tackling the Limits of Deep Learning

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Deep learning has made great progress in a variety of language tasks. However, there are still many practical and theoretical problems and limitations. In this talk I will introduce solutions to some of these: How to predict previously unseen words at test time. How to have a single input and output encoding for words. How to grow a single model for many tasks. How to use a single end-to-end trainable architecture for question answering.

avatar for Richard Socher

Richard Socher

Chief Scientist, Salesforce
Richard Socher is the Chief Scientist at Salesforce. Prior he was the CEO and founder of MetaMind, a startup which was recently acquired by Salesforce. MetaMind seeks to improve artificial intelligence and make it widely accessible. He obtained his PhD from Stanford working on deep... Read More →

Wednesday March 8, 2017 2:40pm - 3:20pm PST