Title
Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search Songhao Wu Quan Tu Hong Liu Jia Xu Zhongyi Liu Guannan Zhang Ran Wang Xiuying Chen Rui Yan 7 4 0 20 May 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 50 0 0 28 Apr 2025
Evaluating and Mitigating Bias in AI-Based Medical Text Generation Xiuying Chen Tairan Wang Juexiao Zhou Zirui Song Xin Gao Jiahui Geng MedIm 47 1 0 24 Apr 2025
Beyond Misinformation: A Conceptual Framework for Studying AI Hallucinations in (Science) Communication Anqi Shao 73 0 0 18 Apr 2025
Can Frontier LLMs Replace Annotators in Biomedical Text Mining? Analyzing Challenges and Exploring Solutions Yichong Zhao Susumu Goto 65 0 0 05 Mar 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
Contextual Evaluation of Large Language Models for Classifying Tropical and Infectious Diseases M. Asiedu Nenad Tomašev Chintan Ghate Tiya Tiyasirichokchai Awa Dieng ... Steve Adudans Sylvanus Aitkins Odianosen Ehiakhamen Eric Ndombi Katherine Heller LM&MA 66 1 0 17 Jan 2025
MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization Kangyu Zhu Peng Xia Yun Li Hongtu Zhu Sheng Wang Huaxiu Yao 108 1 0 09 Dec 2024
LMOD: A Large Multimodal Ophthalmology Dataset and Benchmark for Large Vision-Language Models Zhenyue Qin Yu Yin Dylan Campbell Xuansheng Wu Ke Zou Yih-Chung Tham Ninghao Liu Xiuzhen Zhang Qingyu Chen 44 1 0 02 Oct 2024
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 39 1 0 13 Sep 2024
Mapping Biomedical Ontology Terms to IDs: Effect of Domain Prevalence on Prediction Accuracy Thanh Son Do D. B. Hier Tayo Obafemi-Ajayi 44 0 0 11 Sep 2024
A Simplified Retriever to Improve Accuracy of Phenotype Normalizations by Large Language Models D. B. Hier Thanh Son Do Tayo Obafemi-Ajayi 36 1 0 11 Sep 2024
Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine Omid Rohanian Mohammadmahdi Nouriborji Olena Seminog Rodrigo Furst Thomas Mendy ... Georgina Humphreys E. Antonio Adrian Bucher Alice Norton David A. Clifton 60 1 0 14 Jul 2024
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering Juraj Vladika Phillip Schneider Florian Matthes 43 1 0 09 Jun 2024
Utilizing GPT to Enhance Text Summarization: A Strategy to Minimize Hallucinations Hassan Shakil Zeydy Ortiz Grant C. Forbes 21 3 0 07 May 2024
Unmasking and Quantifying Racial Bias of Large Language Models in Medical Report Generation Yifan Yang Xiaoyu Liu Qiao Jin Furong Huang Zhiyong Lu 36 24 0 25 Jan 2024
QualiGPT: GPT as an easy-to-use tool for qualitative coding He Zhang Chuhao Wu Jingyi Xie ChanMin Kim John M. Carroll 29 19 0 10 Oct 2023
Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysis He Zhang Chuhao Wu Jingyi Xie Yao Lyu Jie Cai John M. Carroll 34 53 0 19 Sep 2023
PubMed and Beyond: Biomedical Literature Search in the Age of Artificial Intelligence Qiao Jin Robert Leaman Zhiyong Lu LM&MA 35 41 0 18 Jul 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 113 20 0 23 May 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Xia Hu LM&MA 139 629 0 26 Apr 2023
Almanac: Retrieval-Augmented Language Models for Clinical Medicine C. Zakka Akash Chaurasia R. Shad Alex R. Dalal Jennifer L. Kim ... Kathleen Boyd Karen Hirsch C. Langlotz Joanna Nelson W. Hiesinger LM&MA 116 144 0 01 Mar 2023
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 126 373 0 30 Dec 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 170 335 0 25 May 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 369 12,003 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 416 8,559 0 28 Jan 2022
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 200 259 0 04 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 282 2,000 0 31 Dec 2020
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 243 825 0 13 Sep 2019