Title
Healthy LLMs? Benchmarking LLM Knowledge of UK Government Public Health Information Joshua Harris Fan Grayson Felix Feldman Timothy Laurence Toby Nonnenmacher ... Leo Loman Selina Patel Thomas Finnie Samuel Collins Michael Borowitz AI4MH LM&MA ELM 105 0 0 09 May 2025
An empirical study of LLaMA3 quantization: from LLMs to MLLMs Wei Huang Xingyu Zheng Xudong Ma Haotong Qin Chengtao Lv Hong Chen Jie Luo Xiaojuan Qi Xianglong Liu Michele Magno MQ 105 42 0 22 Apr 2024
Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data Yuting Guo Anthony Ovadje M. Al-garadi Abeed Sarker AI4MH 88 9 0 27 Mar 2024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions Hanjie Chen Zhouxiang Fang Yash Singla Mark Dredze ELM AI4MH 117 43 0 28 Feb 2024
FinBen: A Holistic Financial Benchmark for Large Language Models Qianqian Xie Weiguang Han Zhengyu Chen Ruoyu Xiang Xiao Zhang ... Yanzhao Lai Hao Wang Min Peng Sophia Ananiadou Jimin Huang AIFin 88 48 0 20 Feb 2024
RareBench: Can LLMs Serve as Rare Diseases Specialists? Xuanzhong Chen Xiaohao Mao Qihan Guo Lun Wang Shuyang Zhang Ting Chen ELM LM&MA AI4MH 88 25 0 09 Feb 2024
Evaluating and Enhancing Large Language Models Performance in Domain-specific Medicine: Osteoarthritis Management with DocOA Xi Chen M. You Li Wang Weizhi Liu Yu Fu Jie Xu Shaoting Zhang Gang Chen Kang Li Jian Li ELM LM&MA 29 4 0 20 Jan 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI Xiang Yue Yuansheng Ni Kai Zhang Tianyu Zheng Ruoqi Liu ... Yibo Liu Wenhao Huang Huan Sun Yu-Chuan Su Wenhu Chen OSLM ELM VLM 266 959 0 27 Nov 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 110 47 0 28 Sep 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention Woosuk Kwon Zhuohan Li Siyuan Zhuang Ying Sheng Lianmin Zheng Cody Hao Yu Joseph E. Gonzalez Haotong Zhang Ion Stoica VLM 196 2,322 0 12 Sep 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 112 594 0 02 Sep 2023
Challenges and Applications of Large Language Models Jean Kaddour J. Harris Maximilian Mozes Herbie Bradley Roberta Raileanu R. McHardy UQCV ALM AAML 80 313 0 19 Jul 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 156 1,723 0 06 Jul 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena Lianmin Zheng Wei-Lin Chiang Ying Sheng Siyuan Zhuang Zhanghao Wu ... Dacheng Li Eric Xing Haotong Zhang Joseph E. Gonzalez Ion Stoica ALM OSLM ELM 441 4,444 0 09 Jun 2023
Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models Aleksa Bisercic Mladen Nikolic M. Schaar Boris Delibasic Pietro Lio Andrija Petrović 80 17 0 08 Jun 2023
Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today Zhuo Wang R. Li Bowen Dong Jie Wang Xiuxing Li ... C. Mao Wei Zhang L. Dong Jing Gao Jianyong Wang LM&MA ELM AI4MH 72 20 0 02 Jun 2023
What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks Taicheng Guo Kehan Guo B. Nan Zhengwen Liang Zhichun Guo Nitesh Chawla Olaf Wiest Xiangliang Zhang ELM 139 141 0 27 May 2023
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance Karel DÓosterlinck François Remy Johannes Deleu Thomas Demeester Chris Develder Klim Zaporojets Aneiss Ghodsi Simon Ellershaw Jack R. Collins Christopher Potts 82 11 0 22 May 2023
Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success) Chantal Shaib Millicent Li Sebastian Antony Joseph Iain J. Marshall Junyi Jessy Li Byron C. Wallace LM&MA ELM 68 67 0 10 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 280 631 0 03 May 2023
GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models Tyna Eloundou Sam Manning Pamela Mishkin Daniel Rock ELM 66 401 0 17 Mar 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,748 0 15 Mar 2023
Can GPT-3 Perform Statutory Reasoning? Andrew Blair-Stanek Nils Holzenberger Benjamin Van Durme ELM LRM 109 100 0 13 Feb 2023
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities Jillian Bommarito M. Bommarito Daniel Martin Katz Jessica Katz ELM 52 54 0 11 Jan 2023
GPT Takes the Bar Exam M. Bommarito Daniel Martin Katz ELM 77 155 0 29 Dec 2022
Legal Prompting: Teaching a Language Model to Think Like a Lawyer Fang Yu Lee Quartey Frank Schilder ELM LRM 42 68 0 02 Dec 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 117 778 0 16 Nov 2022
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 231 3,158 0 20 Oct 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 110 411 0 26 Sep 2022
Can large language models reason about medical questions? Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 101 314 0 17 Jul 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 241 347 0 25 May 2022
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 270 425 0 15 Oct 2021
The RareDis corpus: a corpus annotated with rare diseases, their signs and symptoms Claudia Martínez-de Miguel Isabel Segura-Bedmar E. Chacón-Solano S. Guerrero-Aspizua 25 20 0 02 Aug 2021
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 187 4,572 0 07 Sep 2020
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 490 20,342 0 23 Oct 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 398 913 0 13 Sep 2019