Tag Archives: Deep

Devashish Shankar – Deep Learning for Natural Language Processing

Much of the Text Mining needed in real-life boils down to Text Classification: be it prioritising e-mails received by Customer Care, categorising Tweets aired towards an Organisation, measuring impact of Promotions in Social Media, and (Aspect based) Discover A Lot More

Deep Learning for Natural Language Processing (Richard Socher, Salesforce)

The talks at the Deep Learning School on September 24/25, 2016 were amazing. I clipped out individual talks from the full live streams and provided links to each below in case that's useful for people who want to watch specific talks several times Discover A Lot More

Text By the Bay 2015: Richard Socher, Deep Learning for Natural Language Processing

In this talk, I will describe deep learning algorithms that learn representations for language that are useful for solving a variety of complex language problems. I will focus on 3 tasks: Fine-Grained sentiment analysis; Question answering to win Discover A Lot More

Text By the Bay 2015: Samiur Rahman, Practical NLP Applications of Deep Learning

Deep Learning is the hot "new" technique in the world of Machine Learning, but most of the published benefits of Deep Learning has been tied to audio and visual data. There are, however, significant benefits users can draw from Deep Learning, particularly Discover A Lot More