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Books with full text online
Regular books
- ALPAC Report
- Architectures and Mechanisms for Language Processing
- Common Lisp - the language by Guy L. Steele
- Computational Linguistics: Models, Resources, Applications by I.A. Bolshakov and A. Gelbukh
- Evolutionary Web Development
- IntraText - The missing link between text and hypertext
- Lexical Semantics of a Machine Translation Interlingua
- Lexicography and the OED: Pioneers in the Untrodden Forest
- Natural Language Processing in Lisp by Gerald Gazdar and Chris Mellish
- Natural Language Processing in Prolog by Gerald Gazdar and Chris Mellish
- Natural Language Processing with Python by Steven Bird, Ewan Klein, and Edward Loper
- On-line books (not in NLP)
- Opinion Mining and Sentiment Analysis by Bo Pang and Lillian Lee
- Project Gutenberg
- Reinforcement Learning for Adaptive Dialogue Systems by Verena Rieser and Oliver Lemon
- Robustness in Language and Speech Technology
Conference proceedings
- CLIN IV Proceedings (Comp. Ling. in the Netherlands)
- Ninth Text REtrieval Conference (TREC 9) Conference Proceedings
Books with partial text online
Regular books
- Automatic Text Summarization by Juan-Manuel Torres-Moreno
- Foundations of Statistical Natural Language Processing by Chris Manning and Hinrich Schütze
- Managing Gigabytes by Witten, Moffat, and Bell
- Natural Language Computing: An English Generative Grammar in Prolog
- Natural Language Understanding by James Allen
- Netlab: Algorithms for Pattern Recognition
- POLYSEMY: Theoretical and Computational Approaches
- Representation and Inference. A First Course in Computational Semantics by Patrick Blackburn and Johan Bos
- Sequence learning: Paradigms, Algorithms and Applications
- Speech and Language Processing by Daniel Jurafsky and James H. Martin
- Survey of the State of the Art of Human Language Technology
- Syntactic Theory: A Formal Introduction by Ivan Sag and Thomas Wasow
- Syntactic Theory: A Formal Introduction. Instructor's Manual
- Universal Grammar in Prolog
- Word Frequencies in Written and Spoken English: based on the British National Corpus