BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

15 February 2024

Papers citing "BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains"

45 / 45 papers shown

Title
Multimodal Survival Modeling in the Age of Foundation Models Steven Song Morgan Borjigin-Wang Irene Madejski Robert L. Grossman 26 0 0 12 May 2025
Multimodal Large Language Models for Medicine: A Comprehensive Survey Jiarui Ye Hao Tang LM&MA 89 0 0 29 Apr 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 48 0 0 28 Apr 2025
PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare José G. Moreno Jesus Lovon M'Rick Robin-Charlet Christine Damase-Michel L. Tamine MoMe LM&MA 58 0 0 24 Apr 2025
The Rise of Small Language Models in Healthcare: A Comprehensive Survey Muskan Garg Shaina Raza Shebuti Rayana Xingyi Liu Sunghwan Sohn LM&MA AILaw 92 0 0 23 Apr 2025
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Juncheng Wu Wenlong Deng X. Li Sheng Liu Taomian Mi ... Yihan Cao Hui Ren X. Li Xiaoxiao Li Yuyin Zhou AI4MH LRM 61 3 0 01 Apr 2025
Explainable ICD Coding via Entity Linking Leonor Barreiros I. Coutinho Gonçalo M. Correia Bruno Martins 63 0 0 26 Mar 2025
Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs Maxime Delmas Magdalena Wysocka Danilo Miranda Gusicuma André Freitas LM&MA 44 0 0 20 Mar 2025
MoFE: Mixture of Frozen Experts Architecture Jean Seo Jaeyoon Kim Hyopil Shin MoE 161 0 0 09 Mar 2025
EchoQA: A Large Collection of Instruction Tuning Data for Echocardiogram Reports L. Moukheiber Mira Moukheiber Dana Moukheiiber Jae-Woo Ju Hyung-Chul Lee LM&MA 74 0 0 04 Mar 2025
Survey and Improvement Strategies for Gene Prioritization with Large Language Models Matthew Neeley Guantong Qi Guanchu Wang Ruixiang Tang Dongxue Mao ... Bo Yuan Fan Xia Pengfei Liu Zhandong Liu Xia Hu LM&MA 104 0 0 30 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 Erik Cambria LM&MA AILaw 93 154 0 28 Jan 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains Ran Xu Hui Liu Sreyashi Nag Zhenwei Dai Yaochen Xie ... Chen Luo Yang Li Joyce C. Ho Carl Yang Qi He RALM 68 8 0 28 Jan 2025
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains Xu Chu Zhijie Tan Hanlin Xue Guanyu Wang Tong Mo Weiping Li ELM LRM 55 1 0 24 Jan 2025
MEG: Medical Knowledge-Augmented Large Language Models for Question Answering Laura Cabello Carmen Martin-Turrero Uchenna Akujuobi Anders Søgaard Carlos Bobed AI4MH 133 1 0 06 Nov 2024
AAAR-1.0: Assessing AI's Potential to Assist Research Renze Lou Hanzi Xu Sijia Wang Jiangshu Du Ryo Kamoi ... Xi Li K. Zhang Congying Xia Lifu Huang Wenpeng Yin 35 5 0 29 Oct 2024
Can Large Language Models Invent Algorithms to Improve Themselves? Yoichi Ishibashi Taro Yano Masafumi Oyamada AIFin LRM 34 1 0 21 Oct 2024
MedINST: Meta Dataset of Biomedical Instructions Wenhan Han Meng Fang Zihan Zhang Yu Yin Zirui Song Ling-Hao Chen Mykola Pechenizkiy Qingyu Chen LM&MA 33 1 0 17 Oct 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 35 5 0 14 Oct 2024
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models Wenlong Deng Yize Zhao V. Vakilian Minghui Chen Xiaoxiao Li Christos Thrampoulidis 39 3 0 12 Oct 2024
CasiMedicos-Arg: A Medical Question Answering Dataset Annotated with Explanatory Argumentative Structures Ekaterina Sviridova Anar Yeginbergen A. Estarrona Elena Cabrio S. Villata Rodrigo Agerri 42 2 0 07 Oct 2024
SFTMix: Elevating Language Model Instruction Tuning with Mixup Recipe Yuxin Xiao Shujian Zhang Wenxuan Zhou Marzyeh Ghassemi Sanqiang Zhao 100 0 0 07 Oct 2024
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning Jiaqing Xie Yue Zhao 33 0 0 02 Oct 2024
House of Cards: Massive Weights in LLMs Jaehoon Oh Seungjun Shin Dokwan Oh 35 1 0 02 Oct 2024
SynSUM -- Synthetic Benchmark with Structured and Unstructured Medical Records Paloma Rabaey Henri Arno Stefan Heytens Thomas Demeester 31 1 0 13 Sep 2024
From Prediction to Application: Language Model-based Code Knowledge Tracing with Domain Adaptive Pre-Training and Automatic Feedback System with Pedagogical Prompting for Comprehensive Programming Education Unggi Lee Jiyeong Bae Yeonji Jung Minji Kang Gyuri Byun ... Sookbun Lee Jaekwon Park Taekyung Ahn Gunho Lee Hyeoncheol Kim AI4Ed KELM 26 1 0 31 Aug 2024
Query-Guided Self-Supervised Summarization of Nursing Notes Ya Gao H. Moen S. Koivusalo M. Koskinen Pekka Marttinen 42 1 0 04 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 2 0 30 Jun 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 56 14 0 24 Jun 2024
CancerLLM: A Large Language Model in Cancer Domain Mingchen Li Jiatan Huang Jeremy Yeung A. Blaes Steven Johnson Hongfang Liu Hua Xu Rui Zhang ELM LM&MA 32 4 0 15 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 42 4 0 14 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 41 20 0 06 Jun 2024
MedConceptsQA: Open Source Medical Concepts QA Benchmark Ofir Ben Shoham Nadav Rappoport AI4MH ELM 37 5 0 12 May 2024
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature Dawei Li Shu Yang Zhen Tan Jae Young Baik Sunkwon Yun ... D. Duong-Tran Ying Ding Huan Liu Li Shen Tianlong Chen 56 32 0 08 May 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering Inigo Alonso Maite Oronoz Rodrigo Agerri AI4MH LM&MA ELM 47 16 1 08 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 38 15 0 08 Apr 2024
Arcee's MergeKit: A Toolkit for Merging Large Language Models Charles Goddard Shamane Siriwardhana Malikeh Ehghaghi Luke Meyers Vladimir Karpukhin Brian Benedict Mark McQuade Jacob Solawetz MoMe KELM 84 80 0 20 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 40 25 0 06 Mar 2024
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability Junda Wang Zhichao Yang Zonghai Yao Hong-ye Yu BDL AI4MH LRM 40 30 0 27 Feb 2024
The Falcon Series of Open Language Models Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra-Aimée Cojocaru ... Quentin Malartic Daniele Mazzotta Badreddine Noune B. Pannier Guilherme Penedo AI4TS ALM 118 399 0 28 Nov 2023
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 125 377 0 24 Mar 2023
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 252 313 0 11 Sep 2022
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 216 423 0 17 Feb 2021
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 210 812 0 13 Sep 2019