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July 23, 2008 to July 25, 2008
ISBN: 978-0-7695-3273-8
pp: 150-155
ABSTRACT
In this paper, we systematically explore the use of semantic roles in coreference resolution. Here, the semantic roles are automatically determined using a state-of-the-art SRL system, ASSERT, and integrated into the resolution by combining them with detailed pronoun categories. In particular, the anaphoricity of the pronoun "it" in "it" sentence pattern is determined??using its semantic role and applied in a filter process. Experimental results on the ACE 2003 corpus show that our method can significantly outperform the baseline system by 3.1% in F-measure.
INDEX TERMS
Centering Theory, Coreference Resolution, Semantic Role
CITATION
Fang Kong, Yancui Li, Guodong Zhou, Qiaoming Zhu, Peide Qian, "Using Semantic Roles for Coreference Resolution", ALPIT, 2008, Advanced Language Processing and Web Information Technology, International Conference on, Advanced Language Processing and Web Information Technology, International Conference on 2008, pp. 150-155, doi:10.1109/ALPIT.2008.60
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