A learning-based approach to summarization

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Microsoft Research
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Published on ● Video Link: https://www.youtube.com/watch?v=q_gF5O3vSoo


Duration: 42:58
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Research in summarization has been handicapped by a lack of agreement on how to generate a standard summary (which can serve as a reference in the evaluation of alternative approaches). Part of the problem rests in disagreement between different humans on what constitutes a single good summary. We propose an alternate approach that dispenses with the need for a global reference and instead focuses on the ability of a summarizer to rapidly learn how an individual human summarizes material.



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