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CANDEL: An Algorithm for Same-Sentence Pronominal Resolution

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CANDEL: An Algorithm for Same-Sentence Pronominal Resolution
This paper presents a syntactic path-based learning algorithm (CANDEL from CANDIDATE-ELIMINATION) for the coreference resolution of pronouns that have their antecedents in the same sentence. Syntactic paths are treated as hypotheses to be learned. The hypotheses make up a version space that is delimited by a specific set and a general set, which grow closer to each other as the algorithm runs, in order to be consistent with the training examples encountered. Experiments on the MUC-6 and MUC-7 datasets reveal that this resolution method is a viable alternative to acquiring large amounts of data from the web.
Cristina Nicolae, Gabriel Nicolae
Added 02 Oct 2010
Updated 02 Oct 2010
Type Conference
Year 2008
Where FLAIRS
Authors Cristina Nicolae, Gabriel Nicolae
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