Formal foundations. Formal language theory / Shuly Wintner
Computational complexity in natural language / Ian Pratt-Hartmann
Statistical language modeling / Ciprian Chelba
Theory of parsing / Mark-Jan Nederhof and Giorgio Satta
Current methods. Maximum entropy models / Robert Malouf
Memory-based learning / Walter Daelemans and Antal van den Bosch
Decision trees / Helmut Schmid
Unsupervised learning and grammar induction / Alexander Clark and Shalom Lappin
Artificial neural networks / James B. Henderson
Linguistic annotation / Martha Palmer and Nianwen Xue
Evaluation of NLP systems / Philip Resnik and Jimmy Lin
Domains of application. Speech recognition / Steve Renals and Thomas Hain
Statistical parsing / Stephen Clark
Segmentation and morphology / John A. Goldsmith
Computational semantics / Chris Fox
Computational models of dialogue / Jonathan Ginzburg and Raquel Fernández
Computational psycholinguistics / Matthew W. Crocker
Applications. Information extraction / Ralph Grishman
Machine translation / Andy Way
20. Natural language generation / Ehud Reiter
Discourse processing / Ruslan Mitkov
Question answering / Bonnie Webber and Nick Webb.
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The handbook of computational linguistics and natural language processing. ISBN 9781405155816. Published by Wiley-Blackwell in 2010. Publication and catalogue information, links to buy online and reader comments.
