The Use of Preposition Sense in Semantic Argument Classification: An Empirical Investigation - Tapa blanda

Dahlmeier, Daniel

 
9783846539248: The Use of Preposition Sense in Semantic Argument Classification: An Empirical Investigation
Tapa blanda
ISBN 10: 3846539244 ISBN 13: 9783846539248
Editorial: LAP LAMBERT Academic Publishing, 2011

Sinopsis

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.

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Reseña del editor

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.

Biografía del autor

Daniel Dahlmeier is a Ph.D. candidate at the NUS Graduate School forIntegrative Sciences and Engineering at the National University ofSingapore. He received his diploma in Informatics from the Universityof Karlsruhe in 2008.Daniel's research interests are in the area of computational linguisticsand natural language processing.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2011
Idioma
Inglés
ISBN 10 
3846539244
ISBN 13 
9783846539248
Encuadernación
Tapa blanda
Número de páginas
104
Contacto del fabricante
no disponible
Persona responsable
no disponible