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Thursday, April 26, 2012

Computational semantics

Computational semantics is the study of how to automate the process of constructing and reasoning with meaning representations of natural language expressions. It consequently plays an important role in natural language processing and computational linguistics.
Some traditional topics of interest are: construction of meaning representations, semantic underspecification, anaphora resolution, presupposition projection, and quantifier scope resolution. Methods employed usually draw from formal semantics or statistical semantics. Computational semantics has points of contact with the areas of lexical semantics (word sense disambiguation and semantic role labeling), discourse semantics, knowledge representation and automated reasoning (in particular, automated theorem proving). Since 1999 there has been an ACL special interest group on computational semantics, SIGSEM.

Blackburn, P., and Bos, J. (2005), Representation and Inference for Natural Language : A First Course in Computational Semantics, CSLI Publications. ISBN 1575864967.
Bunt, H., and Muskens, R. (1999), Computing Meaning, Volume 1, Kluwer Publishing, Dordrecht. ISBN 1402002904.
Bunt, H., Muskens, R., and Thijsse, E. (2001), Computing Meaning, Volume 2, Kluwer Publishing, Dordrecht. ISBN 1402001754.
Eijck, J. van, and C. Unger (2010): Computational Semantics with Functional Programming. Cambridge University Press. ISBN 978-0-521-75760-7
Wilks, Y., and Charniak, E. (1976), Computational Semantics: An Introduction to Artificial Intelligence and Natural Language Understanding, North-Holland, Amsterdam. ISBN 0444111107.

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