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ACL
2015

Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution

8 years 6 months ago
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
We introduce a simple, non-linear mention-ranking model for coreference resolution that attempts to learn distinct feature representations for anaphoricity detection and antecedent ranking, which we encourage by pre-training on a pair of corresponding subtasks. Although we use only simple, unconjoined features, the model is able to learn useful representations, and we report the best overall score on the CoNLL 2012 English test set to date.
Sam Wiseman, Alexander M. Rush, Stuart M. Shieber,
Added 13 Apr 2016
Updated 13 Apr 2016
Type Journal
Year 2015
Where ACL
Authors Sam Wiseman, Alexander M. Rush, Stuart M. Shieber, Jason Weston
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