Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning

26 January 2024

Papers citing "Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning"

20 / 20 papers shown

Title
Deep Learning Approaches to Lexical Simplification: A Survey Kai North Tharindu Ranasinghe Matthew Shardlow Marcos Zampieri 46 15 0 19 May 2023
Lexical Complexity Prediction: An Overview Kai North Marcos Zampieri Matthew Shardlow 56 25 0 08 Mar 2023
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 189 3,128 0 20 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 874 12,973 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 814 9,387 0 28 Jan 2022
Document-Level Text Simplification: Dataset, Criteria and Baseline Renliang Sun Hanqi Jin Xiao-Yi Wan 50 46 0 11 Oct 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 466 10,367 0 17 Jun 2021
Paragraph-level Simplification of Medical Texts Ashwin Devaraj Iain J. Marshall Byron C. Wallace Junjie Li MedIm 53 92 0 12 Apr 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 69 78 0 23 Dec 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 61 100 0 21 Oct 2020
Rethinking Document-level Neural Machine Translation Zewei Sun Mingxuan Wang Hao Zhou Chengqi Zhao Shujian Huang Jiajun Chen Lei Li VLM 122 48 0 18 Oct 2020
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen Yixin Cao Ruihao Shui Liangming Pan Min-Yen Kan Zhiyuan Liu Tat-Seng Chua 58 76 0 02 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 152 2,428 0 23 Apr 2020
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale Data Matthew Shardlow Michael Cooper Marcos Zampieri 57 79 0 16 Mar 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 499 42,449 0 03 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 439 20,181 0 23 Oct 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 324 5,814 0 21 Apr 2019
BioSentVec: creating sentence embeddings for biomedical texts Qingyu Chen Yifan Peng Zhiyong Lu 62 214 0 22 Oct 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 499 19,065 0 20 Jul 2017
Sentence Simplification with Deep Reinforcement Learning Xingxing Zhang Mirella Lapata 57 398 0 31 Mar 2017