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High-precision identification of discourse new and unique noun phrases

Published 1 January 2003Open access
Olga Uryupina
Citations37
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TL;DR

This study tries to learn automatically two classifications, ±discourse_new and ±unique, relevant for coreference resolution systems, and expects these classifiers to provide a good prefiltering for core Conference Resolution systems, improving both their speed and performance.

Abstract

Coreference resolution systems usually attempt to find a suitable antecedent for (almost) every noun phrase. Recent studies, however, show that many definite NPs are not anaphoric. The same claim, obviously, holds for the indefinites as well.

Keywords

Computer ScienceBiochemistry, Genetics and Molecular Biology