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arxiv: 1604.03357 · v1 · pith:EZWLXYDYnew · submitted 2016-04-12 · 💻 cs.CL

Improving sentence compression by learning to predict gaze

classification 💻 cs.CL
keywords compressionlearningsentencealgorithmapproachesbettercompetitivecorpora
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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.

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