scientific-document-summarization
Lay Summarization
3260 papers • 126 benchmarks • 313 datasets
Summarizing a technical or scientific document in simple, non-technical language that is comprehensible to a lay person (non-expert).
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eLife
eLife
PLOS
PLOS
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Most implemented papers
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature
Tomas Goldsack, Carolina Scarton, Chenghua Lin•Mon Oct 17 2022
Two novel lay summarisation datasets are presented, PLOS (large-scale) and eLife (medium-scale), each of which contains biomedical journal articles alongside expert-written lay summaries, highlighting differing levels of readability and abstractiveness between datasets that can be leveraged to support the needs of different applications.
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