Presentation 2004/12/14
Integration of Concept Information based on an Interpretation of Dependency Relations
Hiroki TOKIWA, Naokazu UCHIDA, Ayano HIMOTO, Ayumi KONO, Akira TAKAGI, Hideki ASOH, Hideyuki NAKASHIMA, Yukihiro ITOH, Ichiro KOBAYASHI, Kazuo YANA,
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Abstract(in English) This paper describes a method of semantic analysis for realizing dialog systems. Conventional methods yield undesirable variations in semantic representations inherent from a large variability of input sentences because they cannot make an appropriate interpretation of dependency relations in input sentences. In this situation, it is difficult to extract the true meaning of words from their semantic representation. To overcome this difficulty this paper proposes a method to interpret dependency relations. The proposed method identifies related attributes in different semantic representations and propagates its value resulted in the smaller variation in semantic representations. This paper is a companion paper of the paper entitled "A Semantic Representation of Dialogue Considering Dependency Relations and Semantic Structural Mapping" and describes technical details.
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Keyword(in English) Natural Language Processing / Dialogue System / Semantic Analysis / Semantic Representations
Paper # NLC2004-66,SP2004-106
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Committee NLC
Conference Date 2004/12/14(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) Integration of Concept Information based on an Interpretation of Dependency Relations
Sub Title (in English)
Keyword(1) Natural Language Processing
Keyword(2) Dialogue System
Keyword(3) Semantic Analysis
Keyword(4) Semantic Representations
1st Author's Name Hiroki TOKIWA
1st Author's Affiliation Faculty of Engineering, Hosei University()
2nd Author's Name Naokazu UCHIDA
2nd Author's Affiliation Faculty of Engineering, Hosei University
3rd Author's Name Ayano HIMOTO
3rd Author's Affiliation Faculty of Engineering, Hosei University
4th Author's Name Ayumi KONO
4th Author's Affiliation Faculty of Sciences, Ochanomizu University
5th Author's Name Akira TAKAGI
5th Author's Affiliation CSK Corporation:Information Technology Research Institute, AIST
6th Author's Name Hideki ASOH
6th Author's Affiliation Information Technology Research Institute, AIST
7th Author's Name Hideyuki NAKASHIMA
7th Author's Affiliation Future University-Hakodate
8th Author's Name Yukihiro ITOH
8th Author's Affiliation Faculty of Information, Shizuoka University
9th Author's Name Ichiro KOBAYASHI
9th Author's Affiliation Faculty of Sciences, Ochanomizu University
10th Author's Name Kazuo YANA
10th Author's Affiliation Faculty of Engineering, Hosei University
Date 2004/12/14
Paper # NLC2004-66,SP2004-106
Volume (vol) vol.104
Number (no) 539
Page pp.pp.-
#Pages 6
Date of Issue