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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 1–11 of 11 papers

TitleStatusHype
Explanatory Summarization with Discourse-Driven Planning—0
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles—0
BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation—0
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles—0
Generating Summaries with Controllable Readability LevelsCode1
Overview of the BioLaySumm 2023 Shared Task on Lay Summarization of Biomedical Research Articles—0
Making Science Simple: Corpora for the Lay Summarisation of Scientific LiteratureCode1
Divide and Conquer: From Complexity to Simplicity for Lay SummarizationCode0
Using Pre-Trained Transformer for Better Lay Summarization—0
Dimsum @LaySumm 20Code1
Dimsum @LaySumm 20: BART-based Approach for Scientific Document SummarizationCode1
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