Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of
Biomedical Research Articles

Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles

16 August 2024

Carolina Scarton

Matthew Shardlow

Chenghua Lin

Papers citing "Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles"

11 / 11 papers shown

Title
Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation Yue Guo Jae Ho Sohn Gondy Leroy Trevor Cohen ELM 21 0 0 15 May 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient's Point of View Mathilde Aguiar Pierre Zweigenbaum Nona Naderi LM&MA 46 0 0 19 Mar 2025
Compressing Language Models for Specialized Domains Miles Williams G. Chrysostomou Vitor Jeronymo Nikolaos Aletras MQ 53 0 0 25 Feb 2025
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework Yifan Wang Vera Demberg 29 0 0 24 Oct 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 36 0 0 29 Sep 2024
Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review Emma Croxford Yanjun Gao Nicholas Pellegrino Karen K. Wong Graham Wills Elliot First Frank J. Liao Cherodeep Goswami Brian Patterson Majid Afshar HILM ELM LM&MA 37 1 0 26 Sep 2024
On The Persona-based Summarization of Domain-Specific Documents Ankan Mullick Sombit Bose Rounak Saha Ayan Kumar Bhowmick Pawan Goyal Niloy Ganguly Prasenjit Dey Ravi Kokku 35 2 0 06 Jun 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts Yuelyu Ji Zhuochun Li Rui Meng Sonish Sivarajkumar Yanshan Wang Zeshui Yu Hui Ji Yushui Han Hanyu Zeng Daqing He 31 17 0 21 May 2024
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles T. M. G. Pakull Hendrik Damm Ahmad Idrissi-Yaghir Henning Schafer Peter A. Horn Christoph M. Friedrich 34 2 0 20 May 2024
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects -- A Survey Ashok Urlana Pruthwik Mishra Tathagato Roy Rahul Mishra 37 8 0 15 Nov 2023
Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking Platform Zhen Xu Sergio Escalera Isabelle M Guyon Adrien Pavao M. Richard Wei-Wei Tu Quanming Yao Huan Zhao 103 49 0 12 Oct 2021