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Title: Emotion cause detection with linguistic constructions
Authors: Chen, Y
Lee, SYM 
Li, S
Huang, CR 
Issue Date: 2010
Source: Coling 2010 - 23rd International Conference on Computational Linguistics, Proceedings of the Conference, 2010, v. 2, p. 179-187 How to cite?
Abstract: This paper proposes a multi-label approach to detect emotion causes. The multi-label model not only detects multi- clause causes, but also captures the long-distance information to facilitate emotion cause detection. In addition, based on the linguistic analysis, we create two sets of linguistic patterns during feature extraction. Both manually generalized patterns and automatically generalized patterns are designed to extract general cause expressions or specific constructions for emotion causes. Experiments show that our system achieves a performance much higher than a baseline model.
Description: 23rd International Conference on Computational Linguistics, Coling 2010, Beijing, 23-27 August 2010
Appears in Collections:Conference Paper

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