Presentation 2008-05-23
Analyzing Utterance Pair and Emotion in Text-dialogue Corpus
Masato Tokuhisa, Jin'ichi Murakami, Satoru Ikehara,
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Abstract(in English) In this paper, we analyze the relation between utterance pair and emotion toward the construction of language knowledge base for emotion reasoning from text dialogues. It is said that the sentence final form of Japanese tends to express emotional aspect, but it is difficult to distinct emotion only by the form. Since dialogue state may be available for inferring emotions, we focus on the utterance pair as the state. For the feasibility study of the reasoning, we analyze the co-occurrence among the dialogue act tags, sentence final form patterns and emotion tags of the utterance pairs extracted from the text-dialogue corpus. As the results, 26,988 pairs were extracted and the tendency of emotions was observed from the classified pairs of the dialogue act and the pattern.
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Keyword(in English) dialogue / corpus / utterance pair / dialogue act / sentence final form / pattern / emotion / affect / reasoning
Paper # TL2008-8
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Committee TL
Conference Date 2008/5/16(1days)
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Registration To Thought and Language (TL)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Analyzing Utterance Pair and Emotion in Text-dialogue Corpus
Sub Title (in English)
Keyword(1) dialogue
Keyword(2) corpus
Keyword(3) utterance pair
Keyword(4) dialogue act
Keyword(5) sentence final form
Keyword(6) pattern
Keyword(7) emotion
Keyword(8) affect
Keyword(9) reasoning
1st Author's Name Masato Tokuhisa
1st Author's Affiliation Graduate School of Engineering, Tottori University()
2nd Author's Name Jin'ichi Murakami
2nd Author's Affiliation Graduate School of Engineering, Tottori University
3rd Author's Name Satoru Ikehara
3rd Author's Affiliation Graduate School of Engineering, Tottori University
Date 2008-05-23
Paper # TL2008-8
Volume (vol) vol.108
Number (no) 50
Page pp.pp.-
#Pages 6
Date of Issue