基本信息
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Bio
Many systems today perform well, as high as 80% accuracy in some cases over news article domains, but resolving the other 20% requires additional complex information that isn't usually available to systems. In this project we investigated whether syntactic ranking preferences, discourse structure, and lexical semantics could improve an existing pronoun resolution system to close the ``20%'' gap. Our results showed that syntactic ranking preferences and lexical semantics can boost performance in the domains of well-editted text and spoken dialogue.
In addition to researching reference resolution, we also researched information-retrieval techniques to tag marriage-counseling transcripts for Center for Future Health.
In addition to researching reference resolution, we also researched information-retrieval techniques to tag marriage-counseling transcripts for Center for Future Health.
Research Interests
Papers共 177 篇Author StatisticsCo-AuthorSimilar Experts
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Proceedings of the 4th Workshop on Evaluation and Comparison of NLP Systems (2023): 202-218
CoRR (2023): 3321-3339
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CoRR (2023): 11932-11951
17TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, EACL 2023pp.2029-2047, (2023)
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The Fourth Workshop on Insights from Negative Results in NLP (2023)
CoRR (2023)
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