Katja Filippova

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 …

Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!

2018

Motivated by recent findings on the probabilistic modeling of acceptability judgments, we propose syntactic log-odds ratio (SLOR), a normalized language model score, as a metric for referenceless fluency evaluation of natural language generation output at …