Cross-Lingual Emotion Classification with Auxiliary and Attention Neural Networks

Lecture Notes in Artificial Intelligence, pp. 429-441, 2018.

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Abstract:

In the literature, various supervised learning approaches have been adopted to address the task of emotion classification. However, the performance of these approaches greatly suffers when the size of the labeled data is limited. In this paper, we tackle this challenge from a cross-lingual sensoria where the labeled data in a resource-ric...More

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