NLP books (under construction)¶
Speech and Language Processing by Dan Jurafsky & James H. Martin
Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax by Emily Bender
Linguistic Fundamentals for Natural Language Processing II: 100 Essentials from Semantics and Pragmatics by Emily Bender & Alex Lascarides
Natural Language Processing with Pytorch by Delip Rao & Brian McMahan, with code
Introduction to Natural Language Processing by Jacob Eisenstein, with notes and slides
Neural Network Methods for Natural Language Processing Synthesis Lectures on Human Language Technologies, Yoav Goldberg
Text Analysis in Python for Social Scientists by Dirk Hovy, with code
Natural Language Processing by Jacob Eisenstein