Enrique Alfonseca

Sentence Compression by Deletion with LSTMs

2015

We present an LSTM approach to deletion-based sentence compression where the task is to translate a sentence into a sequence of zeros and ones, corresponding to token deletion decisions. We demonstrate that even the most …