Improving sentence compression by learning to predict gaze
arXiv:1604.03357
Abstract
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.
NAACL 2016. Received Best Short Paper Award