Description Based Text Classification with Reinforcement Learning

ICML, pp. 1371-1382, 2020.

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Abstract:

The task of text classification is usually divided into two stages: {\it text feature extraction} and {\it classification}. In this standard formalization categories are merely represented as indexes in the label vocabulary, and the model lacks for explicit instructions on what to classify. Inspired by the current trend of formalizing N...More

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