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» Using Semantic Roles for Coreference Resolution
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ALPIT
2008
IEEE
13 years 6 months ago
Using Semantic Roles for Coreference Resolution
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 sy...
Fang Kong, Yancui Li, Guodong Zhou, Qiaoming Zhu, ...
ACL
2009
13 years 2 months ago
Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art
We aim to shed light on the state-of-the-art in NP coreference resolution by teasing apart the differences in the MUC and ACE task definitions, the assumptions made in evaluation ...
Veselin Stoyanov, Nathan Gilbert, Claire Cardie, E...
EACL
2006
ACL Anthology
13 years 6 months ago
Semantic Role Labeling for Coreference Resolution
Extending a machine learning based coreference resolution system with a feature capturing automatically generated information about semantic roles improves its performance.
Simone Paolo Ponzetto, Michael Strube
ASWC
2009
Springer
13 years 11 months ago
Overcoming Schema Heterogeneity between Linked Semantic Repositories to Improve Coreference Resolution
Schema heterogeneity issues often represent an obstacle for discovering coreference links between individuals in semantic data repositories. In this paper we present an approach, w...
Andriy Nikolov, Victoria S. Uren, Enrico Motta, An...
ACL
2012
11 years 7 months ago
Coreference Semantics from Web Features
To address semantic ambiguities in coreference resolution, we use Web n-gram features that capture a range of world knowledge in a diffuse but robust way. Specifically, we exploi...
Mohit Bansal, Dan Klein