We propose a new methodology for the estimation of the rate distortion function (RDF),
considering both continuous and discrete reconstruction spaces. The approach is input …

This paper introduces an information-theoretic framework for text summarization. We define
the summarizer rate-distortion function and show that it provides a fundamental lower bound …