Presentation 2001/10/10
Acquiring Rules of Generation ofQuery Expressions with Paraphrases Using Inductive Learning
Koichi MURAYAMA, Kenji ARAKI, Koji TOCHINAI,
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Abstract(in English) In this paper, we have describedthe learning method which acquires rules of generation of query expression with paraphrases. In the dialog between a user and a system, we have two problems. One is that only cooperative replying by the system does not mean completely reply, and the other is that only one query expression does not deal with various situations. To resolve these problems, we proposed a method of acquiring rules of generation of the query expression with paraphrases using the inductive learning. In this method, the system acquires the rules by comparing query expressions which express same situation. From the results of the evaluation experiment, we confirmed the effectiveness of this method.
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Keyword(in English) query / paraphrase / inductive learning / natural language processing
Paper # NLC 2001-43
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Committee NLC
Conference Date 2001/10/10(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) Acquiring Rules of Generation ofQuery Expressions with Paraphrases Using Inductive Learning
Sub Title (in English)
Keyword(1) query
Keyword(2) paraphrase
Keyword(3) inductive learning
Keyword(4) natural language processing
1st Author's Name Koichi MURAYAMA
1st Author's Affiliation Graduate School of Engineering, Hokkaido University()
2nd Author's Name Kenji ARAKI
2nd Author's Affiliation Graduate School of Engineering, Hokkaido University
3rd Author's Name Koji TOCHINAI
3rd Author's Affiliation Graduate School of Engineering, Hokkaido University
Date 2001/10/10
Paper # NLC 2001-43
Volume (vol) vol.101
Number (no) 351
Page pp.pp.-
#Pages 8
Date of Issue