Foundations of Statistical Natural Language Processing

Speech and Language Processing, 2nd Edition

Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit

Introduction to Information Retrieval

The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Second Edition (Springer Series in Statistics)

Applied Text Analysis with Python: Enabling Language-Aware Data Products with Machine Learning

Pattern Recognition and Machine Learning (Information Science and Statistics)

Deep Learning (Adaptive Computation and Machine Learning series)

Neural Network Methods in Natural Language Processing (Synthesis Lectures on Human Language Technologies)

Machine Learning: A Probabilistic Perspective (Adaptive Computation and Machine Learning series)

Natural Language Processing in Action: Understanding, analyzing, and generating text with Python