Presentation 2001/5/4
A Sentence Compaction Experiment Based on Phrase Significance and Inter-phrase Dependency
Rei OGURO, Kazuyuki TAKAGI, Kazuhiko OZEKI,
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Abstract(in English) Most of text summarization methods reported so far are based on the idea of selecting important sentences from a set of given sentences. However, it, is sometimes necessary to shorten each sentence. In this a case, it is important that a shortened sentence is natural as a Japanese sentence. In this paper we present results of sentence compaction experiments using phrase significance score and inter-phrase dependency score. The results show that information of phrase category frequency is effective for inter-phrse dependency score calculation, and that phrase significance score has more influence on the results in higher compaction rate cases.
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Keyword(in English) sentence compaction / text summarization / phrase significance / dependency structure
Paper # NLC2001-3
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Conference Information
Committee NLC
Conference Date 2001/5/4(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Sentence Compaction Experiment Based on Phrase Significance and Inter-phrase Dependency
Sub Title (in English)
Keyword(1) sentence compaction
Keyword(2) text summarization
Keyword(3) phrase significance
Keyword(4) dependency structure
1st Author's Name Rei OGURO
1st Author's Affiliation The University of Elector-Communications()
2nd Author's Name Kazuyuki TAKAGI
2nd Author's Affiliation The University of Elector-Communications
3rd Author's Name Kazuhiko OZEKI
3rd Author's Affiliation The University of Elector-Communications
Date 2001/5/4
Paper # NLC2001-3
Volume (vol) vol.101
Number (no) 40
Page pp.pp.-
#Pages 6
Date of Issue