The summarizer rate-distortion function lower-bounds any summary's compression rate at a given distortion, and a Gaussian embedding approximation makes it computable on real datasets.
Re- evaluating evaluation in text summarization,
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A Rate-Distortion Framework for Summarization
The summarizer rate-distortion function lower-bounds any summary's compression rate at a given distortion, and a Gaussian embedding approximation makes it computable on real datasets.