Deep Learning for Automatic Summary Scoring

Abstract

Automatic summary scoring is used very often by summarization system developers to test different algorithms and to tune their system. We have developed a new approach based on representation learning, using both unsupervised and supervised learning components, to score a summary based on examples of manually evaluated summaries. Our deep learning approach… (More)

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