Domain-specific coreference resolution with lexicalized features

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Publication Type pre-print
School or College College of Engineering
Department Computing, School of
Creator Riloff, Ellen M.
Other Author Gilbert, Nathan
Title Domain-specific coreference resolution with lexicalized features
Date 2014-01-01
Description Most coreference resolvers rely heavily on string matching, syntactic properties, and semantic attributes of words, but they lack the ability to make decisions based on individual words. In this paper, we explore the benefits of lexicalized features in the setting of domain-specific coreference resolution. We show that adding lexicalized features to off-the-shelf coreference resolvers yields significant performance gains on four domain-specific data sets and with two types of coreference resolution architectures.
Type Text
Publisher Association for Computational Linguistics
Volume 2
First Page 81
Last Page 86
Language eng
Bibliographic Citation Gilbert, N., & Riloff, E. (2014). Domain-specific coreference resolution with lexicalized features. Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), 2, 81-6.
Rights Management (c)Author Ellen M. Riloff
Format Medium application/pdf
Format Extent 61,772 bytes
Identifier uspace,18967
ARK ark:/87278/s674011x
Setname ir_uspace
Date Created 2014-10-17
Date Modified 2021-05-06
ID 712694
Reference URL
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