Fuzzy Coreference Resolution for Summarization
Submitted by rene on Sun, 2010-09-12 10:59
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Printer-friendly versionPDF version| Title | {Fuzzy Coreference Resolution for Summarization} |
| Publication Type | Conference Paper |
| Year of Publication | 2003 |
| Refereed Designation | Refereed |
| Authors | Witte, R., and S. Bergler |
| Conference Name | Proceedings of 2003 International Symposium on Reference Resolution and Its Applications to Question Answering and Summarization (ARQAS) |
| Pagination | 43–50 |
| Date Published | June 23–24 |
| Publisher | Università Ca' Foscari |
| Conference Location | Venice, Italy |
| Abstract | We present a fuzzy-theory based approach to coreference resolution and its application to text summarization. Automatic determination of coreference between noun phrases is fraught with uncertainty. We show how fuzzy sets can be used to design a new coreference algorithm which captures this uncertainty in an explicit way and allows us to define varying degrees of coreference. The algorithm is evaluated within a system that participated in the 10-word summary task of the DUC 2003 competition. |
| Copyright | Copyright © 2003 René Witte and Sabine Bergler. All rights reserved. |
| Attachment | Size |
|---|---|
| wittebergler_fuzzycoref.pdf | 148.5 KB |
| wittebergler_fuzzycoref_slides.pdf | 126.51 KB |
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