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Supertagging: Using Complex Lexical Descriptions in Natural Language Processing (Bradford Books) by Srinivas Bangalore, Aravind K. Joshi (eds.) is a nonfiction available to read on EtoBox.

What is Supertagging: Using Complex Lexical Descriptions in Natural Language Processing (Bradford Books) about?

Investigations into employing statistical approaches with linguistically motivated representations and its impact on Natural Language processing tasks. The last decade has seen computational implementations of large hand-crafted natural language grammars in formal frameworks such as Tree-Adjoining Grammar (TAG), Combinatory Categorical Grammar (CCG), Head-driven Phrase Structure Grammar (HPSG), and Lexical Functional Grammar (LFG). Grammars in these frameworks typically associate linguistically motivated rich descriptions (Supertags) with words. With the availability of parse-annotated corpora, grammars in the TAG and CCG frameworks have also been automatically extracted while maintaining the linguistic relevance of the extracted Supertags. In these frameworks, Supertags are designed so that complex linguistic constraints are localized to operate within the domain of those descriptions. While this localization increases local ambiguity, the process of disambiguation (Supertagging) provides a unique way of combining linguistic and statistical information. This volume investigates the theme of employing statistical approaches with linguistically motivated representations and its impa

Who reads Supertagging: Using Complex Lexical Descriptions in Natural Language Processing (Bradford Books)?

Author

Srinivas Bangalore, Aravind K. Joshi (eds.)

Publisher

The MIT Press

Published

2010

Language

EN

ISBN

9780262013871

Category

nonfiction

Subjects

Computer Science, Linguistics, Science