Generating (Factual?) Narrative Summaries of RCTs: Experiments with
Neural Multi-Document Summarization

Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization

25 August 2020

Byron C. Wallace

Frank Soboczenski

Iain J. Marshall

Papers citing "Generating (Factual?) Narrative Summaries of RCTs: Experiments with Neural Multi-Document Summarization"

15 / 15 papers shown

Title
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 91 0 0 29 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 Min Zhang LM&MA AILaw 98 155 0 28 Jan 2025
Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark Preslav Nakov Tairan Wang Qingqing Zhu Taicheng Guo Shen Gao Zhiyong Lu Xin Gao Xiangliang Zhang 80 2 0 22 Feb 2024
Walking a Tightrope -- Evaluating Large Language Models in High-Risk Domains Chia-Chien Hung Wiem Ben-Rim Lindsay Frost Lars Bruckner Carolin (Haas) Lawrence AILaw ALM ELM 25 9 0 25 Nov 2023
LitSumm: Large language models for literature summarisation of non-coding RNAs Andrew Green C. Ribas Nancy Ontiveros-Palacios Sam Griffiths-Jones Anton I. Petrov Alex Bateman Blake Sweeney 29 4 0 06 Nov 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
Appraising the Potential Uses and Harms of LLMs for Medical Systematic Reviews Hye Sun Yun Iain J. Marshall T. Trikalinos Byron C. Wallace 26 16 0 19 May 2023
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges S. Ramprasad Denis Jered McInerney Iain J. Marshal Byron C. Wallace 32 9 0 07 Mar 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 24 8 0 31 Jan 2023
A Survey on Medical Document Summarization Raghav Jain Anubhav Jangra S. Saha Adam Jatowt 3DGS MedIm 42 19 0 03 Dec 2022
Self-Repetition in Abstractive Neural Summarizers Nikita Salkar T. Trikalinos Byron C. Wallace A. Nenkova 21 10 0 14 Oct 2022
Readability Controllable Biomedical Document Summarization Zheheng Luo Qianqian Xie Sophia Ananiadou 42 36 0 10 Oct 2022
Evaluating Factuality in Text Simplification Ashwin Devaraj William Sheffield Byron C. Wallace Junyi Jessy Li HILM 27 41 0 15 Apr 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization Georgios Katsimpras George Giannakopoulos 24 5 0 01 Apr 2022
What Would it Take to get Biomedical QA Systems into Practice? Gregory Kell Iain J. Marshall Byron C. Wallace A. Jaun 19 10 0 21 Sep 2021