BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

Peter West, Ari Holtzman, Jan Buys +1

The principle of the Information Bottleneck (Tishby et al. 1999) is to produce a summary of information X optimized to predict some other relevant information Y. In this paper, we…