Models for the semantic classification of noun phrases

Authors:
Dan Moldovan;Adriana Badulescu;Marta Tatu;Daniel Antohe;Roxana Girju
Affiliations:
University of Texas at Dallas, Dallas, Texas;University of Texas at Dallas, Dallas, Texas;University of Texas at Dallas, Dallas, Texas;University of Texas at Dallas, Dallas, Texas;Baylor University, Waco, Texas
Venue:
CLS '04 Proceedings of the HLT-NAACL Workshop on Computational Lexical Semantics
Year:
2004

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Abstract

This paper presents an approach for detecting semantic relations in noun phrases. A learning algorithm, called semantic scattering, is used to automatically label complex nominals, genitives and adjectival noun phrases with the corresponding semantic relation.