Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning

Demian Gholipour Ghalandari, Chris Hokamp, Georgiana Ifrim

Sentence compression reduces the length of text by removing non-essential content while preserving important facts and grammaticality. Unsupervised objective driven methods for sen…