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- Jurafsky, D. and Martin, J.H. (2000). Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition. Prentice Hall, Upper Saddle River, NJ. ISBN 0-13-095069-6
- Manning, C.D. and Schütze, H. (1999). Foundations of Statistical Natural Language Processing. MIT Press. ISBN 0-262-13360-1
Book descriptions
- Netlab: Algorithms for Pattern Recognition
- "Word Frequencies in Written and Spoken English: based on the British National Corpus."
- CLIN IV Proceedings (Comp. Ling. in the Netherlands)
- Instructor's Manual for Syntactic Theory: A Formal Introduction
- James Allen - Natural Language Understanding (source code)
- Kluwer Academic Publishers
- Kluwer series in Text, Speech and Language Technology
- Managing Gigabytes, by Witten, Moffat, and Bell
- Natural Language Computing: An English Generative Grammar in Prolog
- Natural Language Processing for Online Applications
- POLYSEMY: Theoretical and Computational Approaches
- Sequence learning: Paradigms, Algorithms and Applications
- Survey of the State of the Art of Human Language Technology
- Syntactic Theory: A Formal Introduction by Ivan Sag and Thomas Wasow
- The Omicron Inforium
- Universal Grammar in Prolog
Books online
- Computational Linguistics: Models, Resources, Applications
- Evolutionary Web Development
- Geometry and Meaning: Companion Website
- Robustness in Language and Speech Technology
- The Ninth Text REtrieval Conference (TREC 9) Conference Proceedings
- Architectures and Mechanisms for Language Processing
- Common Lisp - the language - By Guy L. Steele
- Natural Language Processing in Lisp - By Gerald Gazdar and Chris Mellish
- Natural Language Processing in Prolog - By Gerald Gazdar and Chris Mellish
- Opinion Mining and Sentiment Analysis, by Bo Pang and Lillian Lee
- IntraText - The missing link between text and hypertext (TM)
- Lexicography and the OED: Pioneers in the Untrodden Forest
- On-line books (not in NLP)
- Project Gutenberg
- The ALPAC Report
- The Lexical Semantics of a Machine Translation Interlingua