NLP with Neural Networks

Lecture slides

• Language models

Readings

• (*) Mikolov, Tomáš, Martin Karafiát, Lukáš Burget, Jan Černocký, and Sanjeev Khudanpur. “Recurrent neural network based language model.” In Eleventh Annual Conference of the International Speech Communication Association. 2010.

• (*) Jozefowicz, Rafal, Oriol Vinyals, Mike Schuster, Noam Shazeer, and Yonghui Wu. “Exploring the limits of language modeling.” arXiv preprint arXiv:1602.02410 (2016).