The handbook of computational linguistics and natural language processing /
edited by Alexander Clark, Chris Fox, and Shalom Lappin.
- Chichester, West Sussex ; Malden, MA : Wiley-Blackwell, 2010.
- xxii, 775 p. : ill. ; 26 cm.
- Blackwell handbooks in linguistics .
- Blackwell handbooks in linguistics. .
.Includes index
Includes bibliographical references
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