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Tackling the Limits of Deep Learning for NLP

​Speaker: Richard Socher, Chief Scientist at Salesforce.

Please note: due to high interest we have relocated the seminar to Palmstedtsalen. Same address, see below.

Abstract: 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.

About the speaker: Richard Socher, www.socher.org

Register for this event here, so that we can keep track of the total number of participants and adjust our location if needed.

Category Seminar
Location: Palmstedtsalen, Chalmers Student Union Building (Kårhuet), Chalmersplatsen 1, Johanneberg
Starts: 02 December, 2016, 10:30
Ends: 02 December, 2016, 12:00

Published: Mon 31 Oct 2016. Modified: Wed 09 Nov 2016