Classify Sentence from Multiple Perspectives with Category Expert Attention Network

Shiyun Chen
Shiyun Chen
Maoquan Wang
Maoquan Wang

IJCNN, pp. 1-8, 2018.

Cited by: 1|Views19
EI

Abstract:

Attention mechanisms achieve promising performance in text classification. When classifying the sentence into a certain category among multiple candidates, the existing attention utilizes a unified attention weight vector to determine contribution of each word. We observe that it is not accurate enough for a single vector to capture diver...More

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