“Improving Sentence Compression by Learning to Predict Gaze”, 2016-04-12 (; similar):
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.