Title
Aligning (Medical) LLMs for (Counterfactual) Fairness Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 21 3 0 22 Aug 2024
CIPHER: Cybersecurity Intelligent Penetration-testing Helper for Ethical Researcher Derry Pratama Naufal Suryanto Andro Aprila Adiputra Thi-Thu-Huong Le Ahmada Yusril Kadiptya Muhammad Iqbal Howon Kim 32 5 0 21 Aug 2024
Med42-v2: A Suite of Clinical LLMs Clément Christophe Praveen K Kanithi Tathagata Raha Shadab Khan Marco AF Pimentel ELM LM&MA AI4MH 20 19 0 12 Aug 2024
SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain Pierre Colombo T. Pires Malik Boudiaf Rui Melo Dominic Culver Sofia Morgado Etienne Malaboeuf Gabriel Hautreux Johanne Charpentier Michael Desa ELM AILaw ALM 35 12 0 28 Jul 2024
Is larger always better? Evaluating and prompting large language models for non-generative medical tasks Yinghao Zhu Junyi Gao Zixiang Wang Weibin Liao Xiaochen Zheng Lifang Liang Yasha Wang Chengwei Pan Ewen M. Harrison Liantao Ma ELM LM&MA AI4MH 49 2 0 26 Jul 2024
DALL-M: Context-Aware Clinical Data Augmentation with LLMs Chihcheng Hsieh Catarina Moreira Isabel Blanco Nobre Sandra Costa Sousa Chun Ouyang M. Brereton Joaquim A. Jorge Jacinto C. Nascimento 41 0 0 11 Jul 2024
Igea: a Decoder-Only Language Model for Biomedical Text Generation in Italian T. M. Buonocore Simone Rancati Enea Parimbelli 22 0 0 08 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Wei Ping Zihan Liu Boxin Wang Jiaxuan You Chao Zhang M. Shoeybi Bryan Catanzaro ALM RALM 34 50 0 02 Jul 2024
Large Language Models Struggle in Token-Level Clinical Named Entity Recognition Qiuhao Lu Rui Li Andrew Wen Jinlian Wang Liwei Wang Hongfang Liu LM&MA 31 1 0 30 Jun 2024
Panacea: A foundation model for clinical trial search, summarization, design, and recruitment J. Lin H. Xu Zifeng Wang Sheng Wang J. Sun ELM LM&MA 24 1 0 25 Jun 2024
Geneverse: A collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research Tianyu Liu Yijia Xiao Xiao Luo Hua Xu W. Zheng Hongyu Zhao 34 3 0 21 Jun 2024
Efficient Continual Pre-training by Mitigating the Stability Gap Yiduo Guo Jie Fu Huishuai Zhang Dongyan Zhao Yikang Shen 30 12 0 21 Jun 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations Nikhil Khandekar Qiao Jin Guangzhi Xiong Soren Dunn Serina S Applebaum ... Amisha D. Dave Andrew Taylor Aidong Zhang Qingyu Chen Zhiyong Lu LM&MA ELM 24 5 0 17 Jun 2024
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams Zheheng Luo Chenhan Yuan Qianqian Xie Sophia Ananiadou ELM AI4MH LM&MA 36 0 0 17 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 36 4 0 14 Jun 2024
Scientific Computing with Large Language Models Christopher Culver Peter Hicks Mihailo Milenkovic Sanjif Shanmugavelu Tobias Becker 23 0 0 11 Jun 2024
UltraMedical: Building Specialized Generalists in Biomedicine Kaiyan Zhang Sihang Zeng Ermo Hua Ning Ding Zhang-Ren Chen ... Xuekai Zhu Xingtai Lv Hu Jinfang Zhiyuan Liu Bowen Zhou LM&MA 39 19 0 06 Jun 2024
MultifacetEval: Multifaceted Evaluation to Probe LLMs in Mastering Medical Knowledge Yuxuan Zhou Xien Liu Chen Ning Ji Wu ELM 23 3 0 05 Jun 2024
PediatricsGPT: Large Language Models as Chinese Medical Assistants for Pediatric Applications Dingkang Yang Jinjie Wei Dongling Xiao Shunli Wang Tong Wu ... Yue Jiang Qingyao Xu Ke Li Peng Zhai Lihua Zhang LM&MA 38 6 0 29 May 2024
OLAPH: Improving Factuality in Biomedical Long-form Question Answering Minbyul Jeong Hyeon Hwang Chanwoong Yoon Taewhoo Lee Jaewoo Kang MedIm HILM LM&MA 25 11 0 21 May 2024
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments Samuel Schmidgall Rojin Ziaei Carl Harris Eduardo Reis Jeffrey Jopling Michael Moor 38 42 0 13 May 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 24 6 0 12 May 2024
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization Gunjan Balde Soumyadeep Roy Mainack Mondal Niloy Ganguly VLM 24 4 0 07 May 2024
MedDoc-Bot: A Chat Tool for Comparative Analysis of Large Language Models in the Context of the Pediatric Hypertension Guideline M. Y. Jabarulla S. Oeltze-jafra P. Beerbaum T. Uden LM&MA AI4MH 20 1 0 06 May 2024
Anchored Answers: Unravelling Positional Bias in GPT-2's Multiple-Choice Questions Ruizhe Li Yanjun Gao KELM 25 5 0 06 May 2024
Aloe: A Family of Fine-tuned Open Healthcare LLMs Ashwin Kumar Gururajan Enrique Lopez-Cuena Jordi Bayarri-Planas Adrián Tormos Daniel Hinjos ... Lucia Urcelay-Ganzabal Marta Gonzalez-Mallo Sergio Álvarez Napagao Eduard Ayguadé-Parra Ulises Cortés Dario Garcia-Gasulla ELM LM&MA 24 9 0 03 May 2024
Adapting Open-Source Large Language Models for Cost-Effective, Expert-Level Clinical Note Generation with On-Policy Reinforcement Learning Hanyin Wang Chufan Gao Bolun Liu Qiping Xu Guleid Hussein Mohamad El Labban Kingsley Iheasirim H. Korsapati Chuck Outcalt Jimeng Sun LM&MA AI4MH 22 2 0 25 Apr 2024
Assessing The Potential Of Mid-Sized Language Models For Clinical QA Elliot Bolton Betty Xiong Vijaytha Muralidharan J. Schamroth Vivek Muralidharan Christopher D. Manning R. Daneshjou AI4MH ELM LM&MA 21 4 0 24 Apr 2024
PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models Shashi Kant Gupta Aditya Basu Mauro Nievas Jerrin Thomas Nathan Wolfrath ... Regina Schwind Therica M. Miller Sorena Nadaf-Rahrov Yanshan Wang Hrituraj Singh LM&MA 29 7 0 23 Apr 2024
Bias patterns in the application of LLMs for clinical decision support: A comprehensive study Raphael Poulain Hamed Fayyaz Rahmatollah Beheshti 26 15 0 23 Apr 2024
An Evaluation Benchmark for Adverse Drug Event Prediction from Clinical Trial Results A. Yazdani Alban Bornet Boya Zhang Philipp Khlebnikov P. Amini Douglas Teodoro Douglas Teodoro ELM 16 0 0 19 Apr 2024
LLeMpower: Understanding Disparities in the Control and Access of Large Language Models Vishwas Sathish Hannah Lin Aditya K Kamath Anish Nyayachavadi 24 4 0 14 Apr 2024
Enhancing Clinical Efficiency through LLM: Discharge Note Generation for Cardiac Patients Hyoje Jung Yunha Kim Heejung Choi Hyeram Seo Minkyoung Kim ... Soyoung Ko Byeolhee Kim Suyeon Kim Tae Joon Jun Young-Hak Kim 32 14 0 08 Apr 2024
Conversational Disease Diagnosis via External Planner-Controlled Large Language Models Zhoujian Sun Cheng Luo Ziyi Liu Zheng-Wei Huang LM&MA 30 3 0 04 Apr 2024
Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation D. Grabb Max Lamparth N. Vasan 30 14 0 02 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 39 31 0 31 Mar 2024
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Hyunjae Kim Hyeon Hwang Jiwoo Lee Sihyeon Park Dain Kim Taewhoo Lee Chanwoong Yoon Jiwoong Sohn Donghee Choi Jaewoo Kang ELM AI4MH LRM 43 16 0 30 Mar 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models Tessa Han Aounon Kumar Chirag Agarwal Himabindu Lakkaraju ELM LM&MA AI4MH 25 3 0 06 Mar 2024
Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People Xidong Wang Nuo Chen Junying Chen Yan Hu Yidong Wang Xiangbo Wu Anningzhe Gao Xiang Wan Haizhou Li Benyou Wang LM&MA 33 25 0 06 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 36 53 0 05 Mar 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 47 19 0 03 Mar 2024
KorMedMCQA: Multi-Choice Question Answering Benchmark for Korean Healthcare Professional Licensing Examinations Sunjun Kweon B. Choi Minkyu Kim Rae Woong Park Edward Choi ELM 13 6 0 03 Mar 2024
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models Jenish Maharjan A. Garikipati N. Singh Leo Cyrus Mayank Sharma M. Ciobanu G. Barnes R. Thapa Q. Mao R. Das LM&MA ELM 29 26 0 29 Feb 2024
Towards Modeling Learner Performance with Large Language Models Seyed Parsa Neshaei Richard Lee Davis Adam Hazimeh Bojan Lazarevski Pierre Dillenbourg Tanja Kaser AI4Ed 28 5 0 29 Feb 2024
Tower: An Open Multilingual Large Language Model for Translation-Related Tasks Duarte M. Alves José P. Pombal Nuno M. Guerreiro Pedro H. Martins Joao Alves ... Patrick Fernandes Sweta Agrawal Pierre Colombo José G. C. de Souza André F.T. Martins LRM 40 128 0 27 Feb 2024
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries Sunjun Kweon Jiyoun Kim Heeyoung Kwak Dongchul Cha Hangyul Yoon Kwanghyun Kim Jeewon Yang Seunghyun Won Edward Choi LM&MA 19 0 0 25 Feb 2024
Me LLaMA: Foundation Large Language Models for Medical Applications Qianqian Xie Qingyu Chen Aokun Chen C.A.I. Peng Yan Hu ... Huan He Lucila Ohno-Machido Yonghui Wu Hua Xu Jiang Bian LM&MA AI4MH 70 3 0 20 Feb 2024
InMD-X: Large Language Models for Internal Medicine Doctors Hansle Gwon Imjin Ahn Hyoje Jung Byeolhee Kim Young-Hak Kim Tae Joon Jun LM&MA 17 1 0 19 Feb 2024
Efficient Language Adaptive Pre-training: Extending State-of-the-Art Large Language Models for Polish Szymon Ruciñski 31 5 0 15 Feb 2024
Addressing cognitive bias in medical language models Samuel Schmidgall Carl Harris Ime Essien Daniel Olshvang Tawsifur Rahman Ji Woong Kim Rojin Ziaei Jason Eshraghian Peter M Abadir Rama Chellappa ELM 19 20 0 12 Feb 2024