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- W2058998156 abstract "Speech act classification is an essential part of a dialogue system because it is very important to catch user's intention. The previous approaches on speech act classification were focused on obtaining high performances in a single-domain, but they did not deal with a feature interference problem that frequently rises in a multi-domain. In this paper, we propose a two-step system for speech act classification in a multi-domain. In a first step, the proposed system detects a dialogue domain associated with user's utterance. In the second step, the proposed system determines the speech act of his/her utterance based on the statistical information of the detected domain. Owing to this architecture, the proposed system show ed higher precision of 5.5% than the baseline system based on the mixed statistical information." @default.
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- W2058998156 date "2007-01-01" @default.
- W2058998156 modified "2023-09-26" @default.
- W2058998156 title "Speech Act Classification Based on Individual Statistical Models in a Multi-Domain" @default.
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- W2058998156 doi "https://doi.org/10.1109/roman.2007.4415202" @default.
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