Papers citing 'MS2: Multi-Document Summarization of Medical Studies'

Title
Paper2Video: Automatic Video Generation from Scientific Papers Zeyu Zhu Kevin Qinghong Lin Mike Zheng Shou VGen 8 0 0 06 Oct 2025
MSRS: Evaluating Multi-Source Retrieval-Augmented Generation Rohan Phanse Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 28 0 0 28 Aug 2025
Benchmarking GPT-5 for biomedical natural language processing Yu Hou Zaifu Zhan Rui Zhang LM&MA AI4MH ELM 32 1 0 28 Aug 2025
SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models Tong Bao Mir Tafseer Nayeem Davood Rafiei Chengzhi Zhang LM&MA 17 0 0 25 Aug 2025
PediatricsMQA: a Multi-modal Pediatrics Question Answering Benchmark Adil Bahaj Oumaima Fadi Mohamed Chetouani Mounir Ghogho LM&MA 60 0 0 22 Aug 2025
RAG for Geoscience: What We Expect, Gaps and Opportunities Runlong Yu Shiyuan Luo Rahul Ghosh Jinkui Chi Yiqun Xie Xiaowei Jia 32 1 0 15 Aug 2025
When AIs Judge AIs: The Rise of Agent-as-a-Judge Evaluation for LLMs Fangyi Yu ELM 55 1 0 05 Aug 2025
Multi-Agent-as-Judge: Aligning LLM-Agent-Based Automated Evaluation with Multi-Dimensional Human Evaluation Jiaju Chen Yuxuan Lu Xiaojie Wang Huimin Zeng Jing Huang Jiri Gesi Ying Xu Bingsheng Yao Dakuo Wang LLMAG ELM 61 2 0 28 Jul 2025
Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey Jiachen Zhu Menghui Zhu Renting Rui Rong Shan Congmin Zheng ... Jianghao Lin Weiwen Liu Ruiming Tang Yong Yu Weinan Zhang LLMAG ELM 138 0 0 06 Jun 2025
From Chat Logs to Collective Insights: Aggregative Question Answering Wentao Zhang Woojeong Kim Yuntian Deng LMTD 106 0 0 29 May 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review Zihan Xu Haotian Ma Gongbo Zhang Yihao Ding Chunhua Weng Yifan Peng 75 0 0 28 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 309 6 0 29 Apr 2025
Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol Weiqi Wang Jiefu Ou Yangqiu Song Benjamin Van Durme Daniel Khashabi LMTD 203 5 0 14 Apr 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM 279 39 0 20 Mar 2025
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers Javin Liu Aryan Vats Zihao He 157 2 0 27 Feb 2025
Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments Marc Felix Brinner Sina Zarrieß 195 1 0 10 Feb 2025
A foundation model for human-AI collaboration in medical literature mining Zifeng Wang Lang Cao Qiao Jin Joey Chan Nicholas Wan ... Christopher M. Zallek Kyungsang Kim Yifan Peng Zhiyong Lu Jimeng Sun 100 1 0 28 Jan 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 Johan Sulaeman LM&MA AILaw 367 212 0 28 Jan 2025
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models Benjamin Newman Yoonjoo Lee Aakanksha Naik Pao Siangliulue Raymond Fok Juho Kim Daniel S. Weld Joseph Chee Chang Kyle Lo LMTD 201 4 0 25 Oct 2024
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage Taewhoo Lee Chanwoong Yoon Kyochul Jang Donghyeon Lee Minju Song Hyunjae Kim Jaewoo Kang ELM 165 7 0 22 Oct 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization Catarina G. Belem Pouya Pezeskhpour Hayate Iso Seiji Maekawa Nikita Bhutani Estevam R. Hruschka HILM 204 9 0 17 Oct 2024
Summarization of Investment Reports Using Pre-trained Model Hiroki Sakaji Ryotaro Kobayashi Kiyoshi Izumi Hiroyuki Mitsugi Wataru Kuramoto 76 0 0 03 Aug 2024
CHIME: LLM-Assisted Hierarchical Organization of Scientific Studies for Literature Review Support Chao-Chun Hsu Erin Bransom Jenna Sparks Bailey Kuehl Chenhao Tan David Wadden Lucy Lu Wang Aakanksha Naik 109 17 0 23 Jul 2024
M2DS: Multilingual Dataset for Multi-document Summarisation Kushan Hewapathirana Nisansa de Silva Sri Lanka 123 3 0 17 Jul 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang Jimeng Sun ELM LM&MA 138 15 0 25 Jun 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden Kejian Shi Jacob Morrison Aakanksha Naik Shruti Singh ... Luca Soldaini Shannon Zejiang Shen Doug Downey Hannaneh Hajishirzi Arman Cohan 197 18 0 10 Jun 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 104 4 0 10 May 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 83 1 0 27 Mar 2024
From Paper to Card: Transforming Design Implications with Generative AI Donghoon Shin Lucy Lu Wang Gary Hsieh 137 17 0 12 Mar 2024
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 269 4 0 22 Feb 2024
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 117 5 0 21 Nov 2023
Responsible AI Considerations in Text Summarization Research: A Review of Current Practices Yu Lu Liu Meng Cao Su Lin Blodgett Jackie Chi Kit Cheung Alexandra Olteanu Adam Trischler 115 2 0 18 Nov 2023
CARE: Extracting Experimental Findings From Clinical Literature Aakanksha Naik Bailey Kuehl Erin Bransom Doug Downey Kyle Lo 175 4 0 16 Nov 2023
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization Nan Zhang Yusen Zhang Wu Guo P. Mitra Rui Zhang HILM 129 9 0 03 Nov 2023
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers Chen Tang Shunyu Wang Tomas Goldsack Chenghua Lin 99 19 0 24 Oct 2023
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles Kung-Hsiang Huang Philippe Laban Alexander R. Fabbri Prafulla Kumar Choubey Shafiq Joty Caiming Xiong Chien-Sheng Wu 140 37 0 17 Sep 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization Yijie Zhou Kejian Shi Wencai Zhang Yixin Liu Yilun Zhao Arman Cohan RALM 112 3 0 16 Sep 2023
Multi-document Summarization: A Comparative Evaluation Kushan Hewapathirana Nisansa de Silva Sri Lanka ELM 124 6 0 10 Sep 2023
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking Mohamed S. Elaraby Yang Zhong Diane Litman AILaw ELM 89 13 0 01 Jun 2023
Generating EDU Extracts for Plan-Guided Summary Re-Ranking Griffin Adams Alexander R. Fabbri Faisal Ladhak Kathleen McKeown Noémie Elhadad 100 12 0 28 May 2023
SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation Tetsu Kasanishi Masaru Isonuma Junichiro Mori Ichiro Sakata 103 16 0 24 May 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations Lucy Lu Wang Yulia Otmakhova Jay DeYoung Thinh Hung Truong Bailey Kuehl Erin Bransom Byron C. Wallace 212 22 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 108 23 0 19 May 2023
What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization Griffin Adams Bichlien H. Nguyen Jake A. Smith Ziheng Lu Shufang Xie Anna Ostropolets Budhaditya Deb Yuan Chen Tristan Naumann Noémie Elhadad 144 10 0 12 May 2023
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language Models Qianqian Xie Zheheng Luo Benyou Wang Sophia Ananiadou LM&MA VLM 98 11 0 18 Apr 2023
Towards Interpretable Mental Health Analysis with Large Language Models Kailai Yang Shaoxiong Ji Tianlin Zhang Qianqian Xie Zi-Zhou Kuang Sophia Ananiadou ELM AI4MH LRM 165 71 0 06 Apr 2023
Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges S. Ramprasad Denis Jered McInerney Iain J. Marshal Byron C. Wallace 130 12 0 07 Mar 2023
Relatedly: Scaffolding Literature Reviews with Existing Related Work Sections Srishti Palani Aakanksha Naik Doug Downey Amy X. Zhang Jonathan Bragg Joseph Chee Chang 90 44 0 13 Feb 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 151 8 0 31 Jan 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization Kalpesh Krishna Erin Bransom Bailey Kuehl Mohit Iyyer Pradeep Dasigi Arman Cohan Kyle Lo 120 104 0 30 Jan 2023