NCUEE-NLP at BioLaySumm Task 2: Readability-Controlled Summarization of Biomedical Articles Using the PRIMERA Models

Chao Yi Chen, Jen Hao Yang, Lung Hao Lee

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

This study describes the model design of the NCUEE-NLP system for BioLaySumm Task 2 at the BioNLP 2023 workshop. We separately fine-tune pretrained PRIMERA models to independently generate technical abstracts and lay summaries of biomedical articles. A total of seven evaluation metrics across three criteria were used to compare system performance. Our best submission was ranked first for relevance, second for readability, and fourth for factuality, tying first for overall performance.

原文???core.languages.en_GB???
主出版物標題BioNLP 2023 - BioNLP and BioNLP-ST, Proceedings of the Workshop
編輯Dina Demner-fushman, Sophia Ananiadou, Kevin Cohen
發行者Association for Computational Linguistics (ACL)
頁面586-591
頁數6
ISBN(電子)9781959429852
出版狀態已出版 - 2023
事件22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, BioNLP 2023 - Toronto, Canada
持續時間: 13 7月 2023 → …

出版系列

名字Proceedings of the Annual Meeting of the Association for Computational Linguistics
ISSN(列印)0736-587X

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???event.eventtypes.event.conference???22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, BioNLP 2023
國家/地區Canada
城市Toronto
期間13/07/23 → …

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