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The Use of Preposition Sense in Semantic Argument Classification

The Use of Preposition Sense in Semantic Argument Classification

von Daniel Dahlmeier
Softcover - 9783846539248
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Beschreibung

Prepositions can express a variety of different semantic relations, such as time, location, or manner. To automatically disambiguate the meaning of prepositions is a challenging task for natural language processing applications. This work investigates automatic word sense disambiguation and semantic role labeling techniques for prepositions. In particular, it empirically investigates how information from one task can improve performance on the other task and shows that jointly disambiguating word senses and semantic roles is superior to disambiguating them independently.

An Empirical Investigation

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 02. November 2011
Maße 22 cm x 15 cm x 0.7 cm
Gewicht 173 Gramm
Format Softcover
ISBN-13 9783846539248
Seiten 104