Carlos A. Colmenares

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 …

HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space

2015

Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2015.