Presentation 2007/1/19
A trial construction of text-dialogue corpus with dialogue act tags for mental-state analysis
Taiki Matsuura, Masato Tokuhisa, Jin'ichi Murakami, Satoru Ikehara,
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Abstract(in English) It is required to construct corpora to analyze mental-processes in emotional dialogues. In this paper, since we construct a text-dialogue corpus by step from expression level, we annotate dialogue act tags representing mental states to the previously constructed an emotional corpus and, then evaluate the reliability of the dialogue act tag annotation. As the results of the annotation of 52 kinds of dialogue act tags, we confirmed the reliability is 85% of agreements. Then the automatic tagging based on our courpus performed 70.5% of recall and 67.0% of precision in the cross-validation. Via the error analysis, we found the tendency of the tags to be fixed.
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Keyword(in English) emotion / mental state / intention / dialogue act / corpus
Paper # TL2006-62,SP2006-150,WIT2006-94
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Conference Date 2007/1/19(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) A trial construction of text-dialogue corpus with dialogue act tags for mental-state analysis
Sub Title (in English)
Keyword(1) emotion
Keyword(2) mental state
Keyword(3) intention
Keyword(4) dialogue act
Keyword(5) corpus
1st Author's Name Taiki Matsuura
1st Author's Affiliation Faculty of Engineering, Tottori University()
2nd Author's Name Masato Tokuhisa
2nd Author's Affiliation Faculty of Engineering, Tottori University
3rd Author's Name Jin'ichi Murakami
3rd Author's Affiliation Faculty of Engineering, Tottori University
4th Author's Name Satoru Ikehara
4th Author's Affiliation Faculty of Engineering, Tottori University
Date 2007/1/19
Paper # TL2006-62,SP2006-150,WIT2006-94
Volume (vol) vol.106
Number (no) 486
Page pp.pp.-
#Pages 6
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