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- W4221155049 abstract "Intention, emotion and action are important elements in human activities. Modeling the interaction process between individuals by analyzing the relationships between these elements is a challenging task. However, previous work mainly focused on modeling intention and emotion independently, and neglected of exploring the mutual relationships between intention and emotion. In this paper, we propose a RelAtion Interaction Network (RAIN), consisting of Intention Relation Module and Emotion Relation Module, to jointly model mutual relationships and explicitly integrate historical intention information. The experiments on the dataset show that our model can take full advantage of the intention, emotion and action between individuals and achieve a remarkable improvement over BERT-style baselines. Qualitative analysis verifies the importance of the mutual interaction between the intention and emotion." @default.
- W4221155049 created "2022-04-03" @default.
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- W4221155049 date "2022-05-23" @default.
- W4221155049 modified "2023-09-28" @default.
- W4221155049 title "Modeling Intention, Emotion and External World in Dialogue Systems" @default.
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- W4221155049 doi "https://doi.org/10.1109/icassp43922.2022.9747565" @default.
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