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Sharon Adar on Muck Rack

Sharon Adar

As seen in: Amazon Science
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Articles

The power of summary-source alignments

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By Ori Ernst, Ori Shapira, Aviv Slobodkin, Sharon Adar
| Amazon Science
Multi-document summarization (MDS) is a challenging task, often decomposed to subtasks of salience and redundancy detection, followed by text generation. In this context, alignment of corresponding sentences between a reference summary and its source documents has been leveraged to generate training data for some of the component tasks. Yet, this enabling alignment step has usually been applied heuristically on the sentence level on a limited number of subtasks.
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