Paragraph-level Simplification of Medical Texts

Paragraph-level Simplification of Medical Texts

12 April 2021

Iain J. Marshall

Byron C. Wallace

Papers citing "Paragraph-level Simplification of Medical Texts"

19 / 19 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 23 0 0 15 May 2025
Steering Large Language Models with Register Analysis for Arbitrary Style Transfer Xinchen Yang Marine Carpuat LLMSV 247 0 0 01 May 2025
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 50 0 0 07 Nov 2024
Science Out of Its Ivory Tower: Improving Accessibility with Reinforcement Learning Haining Wang Jason Clark Hannah McKelvey Leila Sterman Zheng Gao Zuoyu Tian Sandra Kübler Xiaozhong Liu 41 1 0 22 Oct 2024
ReadCtrl: Personalizing text generation with readability-controlled instruction learning Hieu Tran Zonghai Yao Lingxi Li Hong-ye Yu 59 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 37 7 0 24 Dec 2023
Improving Summarization with Human Edits Zonghai Yao Benjamin J Schloss Sai P. Selvaraj 35 4 0 09 Oct 2023
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization Yue Guo Tal August Gondy Leroy T. Cohen Lucy Lu Wang 57 9 0 23 May 2023
Multilingual Simplification of Medical Texts Sebastian Antony Joseph Kathryn Kazanas Keziah Reina Vishnesh J. Ramanathan Wei Xu Byron C. Wallace Junyi Jessy Li 38 13 0 21 May 2023
Elaborative Simplification as Implicit Questions Under Discussion Yating Wu William Sheffield Kyle Mahowald Junyi Jessy Li 26 14 0 17 May 2023
ChatGPT for Shaping the Future of Dentistry: The Potential of Multi-Modal Large Language Model Hanyao Huang Ou Zheng Dongdong Wang Jiayi Yin Zijin Wang ... H. Yin Chuan Xu Renjie Yang Q. Zheng B. Shi MedIm AI4MH AI4CE LM&MA 58 176 0 23 Mar 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts Chandrayee Basu Rosni Vasu Michihiro Yasunaga Qiang Yang 26 16 0 17 Feb 2023
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 45 88 0 16 Nov 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature Tomas Goldsack Zhihao Zhang Chenghua Lin Carolina Scarton 32 74 0 18 Oct 2022
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 45 36 0 10 Oct 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code Sebastian Gehrmann Abhik Bhattacharjee Abinaya Mahendiran Alex Jinpeng Wang Alexandros Papangelis ... Yacine Jernite Yi Xu Yisi Sang Yixin Liu Yufang Hou 47 38 0 22 Jun 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 27 41 0 15 Apr 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 28 40 0 28 Feb 2022
Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model Hamid Reza Mohammadi S. H. Khasteh Tahereh Firoozi Taha Samavati 29 20 0 12 Dec 2019