SS 2016

Deep Learning for NLP



The entire Deep Learning Book by Goodfellow, Bengio, and Courville is excellent and worth reading. In addition to the theory of various neural network architectures, it also has practical tips and pointers to a lot of the applied literature (including to NLP).

Here are some papers about Deep Learning in NLP that we like, and that might serve you as inspiration for your own projects.

Applications in machine translation:

Applications in semantics and question answering:

Applications in parsing:

Others in NLP:

Some cool non-NLP applications: