Why is Attention Not So Attentive?

Bai Bing
Bai Bing
Zhang Guanhua
Zhang Guanhua
Li Hao
Li Hao
Wang Fei
Wang Fei
Cited by: 0|Views10

Abstract:

Attention-based methods have played an important role in model interpretations, where the calculated attention weights are expected to highlight the critical parts of inputs (e.g., keywords in sentences). However, some recent research points out that attention-as-importance interpretations often do not work as well as we expect. For exa...More

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