Sciweavers

Share
COLING
2010

Emotion Cause Detection with Linguistic Constructions

11 years 4 months ago
Emotion Cause Detection with Linguistic Constructions
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.
Ying Chen, Sophia Yat Mei Lee, Shoushan Li, Chu-Re
Added 13 May 2011
Updated 13 May 2011
Type Journal
Year 2010
Where COLING
Authors Ying Chen, Sophia Yat Mei Lee, Shoushan Li, Chu-Ren Huang
Comments (0)
books