Improving sentence compression by learning to predict gaze

04/12/2016

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by   Sigrid Klerke, et al.

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We show how eye-tracking corpora can be used to improve sentence compression models, presenting a novel multi-task learning algorithm based on multi-layer LSTMs. We obtain performance competitive with or better than state-of-the-art approaches.