Material
Faculty Video lectures
Faculty Presentations
List of books
Dan Jurafsky and James Martin. Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition. Prentice Hall, Second Edition, 2009. Some draft chapters of the third edition are available online: https://web.stanford.edu/~jurafsky/slp3/
Chris Manning and Hinrich Schütze. Foundations of Statistical Natural Language Processing. MIT Press, Cambridge, MA: May 1999.
Natural Language Processing with Python, written by Steven Bird, Ewan Klein and Edward Loper.
Text Mining with R by Julia Silge and David Robinson
Foundations of Statistical Natural Language Processing, Written by Christopher Manning and Hinrich Schütze.
Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies, 37) by Yoav Goldberg (Author), Graeme Hirst (Editor)
The Oxford Handbook of Computational Linguistics (Oxford Handbooks) 1st Edition by Ruslan Mitkov (Editor)