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Lay Summarization

Summarizing a technical or scientific document in simple, non-technical language that is comprehensible to a lay person (non-expert).

Papers

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Showing 1–10 of 11 papers

TitleStatusHype
Generating Summaries with Controllable Readability LevelsCode1
Making Science Simple: Corpora for the Lay Summarisation of Scientific LiteratureCode1
Dimsum @LaySumm 20Code1
Dimsum @LaySumm 20: BART-based Approach for Scientific Document SummarizationCode1
Explanatory Summarization with Discourse-Driven Planning—0
BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation—0
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles—0
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles—0
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles—0
Using Pre-Trained Transformer for Better Lay Summarization—0
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