Med-EASi: Finely Annotated Dataset and Models for Controllable
Simplification of Medical Texts

Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts

17 February 2023

Chandrayee Basu

Michihiro Yasunaga

Papers citing "Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts"

11 / 11 papers shown

Title
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization Lorenzo Jaime Yu Flores Arman Cohan HILM 25 2 0 09 Mar 2024
Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience Tal August Kyle Lo Noah A. Smith Katharina Reinecke 16 3 0 08 Mar 2024
Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning Md Mushfiqur Rahman Mohammad Sabik Irbaz Kai North Michelle S. Williams Marcos Zampieri Kevin Lybarger 17 0 0 26 Jan 2024
Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness Gongbo Zhang Qiao Jin Denis Jered McInerney Yong Chen Fei Wang ... Mor Peleg Byron C. Wallace Zhiyong Lu Chunhua Weng Yifan Peng 15 9 0 19 Nov 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification Tannon Kew Alison Chi Laura Vásquez-Rodríguez Sweta Agrawal Dennis Aumiller Fernando Alva-Manchego Teven Le Scao 22 21 0 24 Oct 2023
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding Lorenzo Jaime Yu Flores Heyuan Huang Kejian Shi Sophie Chheang Arman Cohan MedIm 6 5 0 17 Oct 2023
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA David Heineman Yao Dou Mounica Maddela Wei-ping Xu 16 14 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 12 12 0 21 May 2023
EdiT5: Semi-Autoregressive Text-Editing with T5 Warm-Start Jonathan Mallinson Jakub Adamek Eric Malmi Aliaksei Severyn KELM 83 42 0 24 May 2022
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 202 117 0 08 Sep 2021
AutoMeTS: The Autocomplete for Medical Text Simplification Hoang Van David Kauchak Gondy Leroy 29 28 0 20 Oct 2020