Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition
Dan Jurafsky
Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit
Steven Bird
Foundations of Statistical Natural Language Processing
Christopher D. Manning
Natural Language Processing with Transformers: Building Language Applications with Hugging Face
Lewis Tunstall
Natural Language Processing and Information Retrieval (Oxford Higher Education)
Tanveer Siddiqui
Natural Language Processing in Action
Hobson Lane
Practical Natural Language Processing: A Comprehensive Guide to Building Real-world NLP systems
Sowmya Vajjala
Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning
Delip Rao
Neural Network Methods for Natural Language Processing
Yoav Goldberg
Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more
Denis Rothman
Introduction to Natural Language Processing (Adaptive Computation and Machine Learning series)
Jacob Eisenstein
Foundations of Statistical Natural Language Processing (The MIT Press)
Christopher Manning
Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax (Synthesis Lectures on Human Language Technologies, 20)
Emily M. Bender
The Spoken Language Translator (Studies in Natural Language Processing)
Manny Rayner
Transformers for Natural Language Processing: Build, train, and fine-tune deep neural network architectures for NLP with Python, Hugging Face, and OpenAI's GPT-3, ChatGPT, and GPT-4
Denis Rothman
Representation Learning for Natural Language Processing
Zhiyuan Liu
Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using TensorFlow
Magnus Ekman
Speaking: From Intention to Articulation (ACL-MIT Series in Natural Language Processing)
Willem J.M. Levelt
The Handbook of Computational Linguistics and Natural Language Processing (Blackwell Handbooks in Linguistics)
Alexander Clark
Computational Linguistics: An Introduction (Studies in Natural Language Processing)
Ralph Grishman