Improving sentence compression by learning to predict gaze

@inproceedings{Klerke2016ImprovingSC,
  title={Improving sentence compression by learning to predict gaze},
  author={Sigrid Klerke and Yoav Goldberg and Anders S{\o}gaard},
  booktitle={HLT-NAACL},
  year={2016}
}
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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