Automated Lay Language Summarization of Biomedical Scientific Reviews

Automated Lay Language Summarization of Biomedical Scientific Reviews

23 December 2020

Papers citing "Automated Lay Language Summarization of Biomedical Scientific Reviews"

14 / 14 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 19 0 0 15 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
Explanatory Summarization with Discourse-Driven Planning Dongqi Liu Xi Yu Vera Demberg Mirella Lapata 45 0 0 27 Apr 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 154 0 28 Jan 2025
ReadCtrl: Personalizing text generation with readability-controlled instruction learning Hieu Tran Zonghai Yao Lingxi Li Hong-ye Yu 54 2 0 13 Jun 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP Zonghai Yao Nandyala Siddharth Kantu Guanghao Wei Hieu Tran Zhangqi Duan Sunjae Kwon Zhichao Yang Readme annotation team Hong-ye Yu 26 7 0 24 Dec 2023
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization Yue Guo Tal August Gondy Leroy T. Cohen Lucy Lu Wang 55 9 0 23 May 2023
Multilingual Simplification of Medical Texts Sebastian Antony Joseph Kathryn Kazanas Keziah Reina Vishnesh J. Ramanathan Wei-ping Xu Byron C. Wallace Junyi Jessy Li 30 12 0 21 May 2023
Lay Text Summarisation Using Natural Language Processing: A Narrative Literature Review Oliver Vinzelberg M. Jenkins Gordon Morison David McMinn Z. Tieges 27 6 0 24 Mar 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 39 19 0 03 Dec 2022
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 40 36 0 10 Oct 2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing Tal August Lucy Lu Wang Jonathan Bragg Marti A. Hearst Andrew Head Kyle Lo 15 40 0 28 Feb 2022
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,432 0 22 Aug 2019
Text Summarization Techniques: A Brief Survey M. Allahyari Seyedamin Pouriyeh Mehdi Assefi S. Safaei Elizabeth D. Trippe Juan B. Gutierrez K. Kochut CVBM 50 513 0 07 Jul 2017