Title
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 60 0 0 29 Apr 2025
EIoU-EMC: A Novel Loss for Domain-specific Nested Entity Recognition Jian Zhang Tianqing Zhang Qi Li Hongwei Wang 19 0 0 19 Apr 2025
Towards Automatic Continual Learning: A Self-Adaptive Framework for Continual Instruction Tuning Peiyi Lin Fukai Zhang Kai Niu Hao Fu CLL 64 0 0 20 Mar 2025
OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology Chengfeng Zhou Ji Wang Juanjuan Qin Yining Wang Ling Sun Weiwei Dai LM&MA ELM 86 0 0 03 Feb 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 93 153 0 28 Jan 2025
Data Augmentation Techniques for Chinese Disease Name Normalization Wenqian Cui Xiangling Fu Shaohui Liu Mingjun Gu Xien Liu Ji Wu Irwin King 45 0 0 03 Jan 2025
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 5 0 28 Oct 2024
VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Shailaja Keyur Sampat Mutsumi Nakamura Shankar Kailas Kartik Aggarwal Mandy Zhou Yezhou Yang Chitta Baral MLLM CoGe ReLM VLM LRM 32 0 0 17 Oct 2024
3DS: Decomposed Difficulty Data Selection's Case Study on LLM Medical Domain Adaptation Hongxin Ding Yue Fang Runchuan Zhu Xinke Jiang Jinyang Zhang Yongxin Xu Xu Chu Junfeng Zhao Yasha Wang 28 0 0 13 Oct 2024
Privacy Evaluation Benchmarks for NLP Models Wei Huang Yinggui Wang Cen Chen ELM SILM 24 1 0 24 Sep 2024
RexUniNLU: Recursive Method with Explicit Schema Instructor for Universal NLU Chengyuan Liu Shihang Wang Fubang Zhao Kun Kuang Yangyang Kang Weiming Lu Changlong Sun Fei Wu 30 0 0 09 Sep 2024
Probing Causality Manipulation of Large Language Models Chenyang Zhang Haibo Tong Bin Zhang Dongyu Zhang LRM 36 0 0 26 Aug 2024
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them Wenya Xie Qingying Xiao Yu Zheng Xidong Wang Junying Chen Ke Ji Anningzhe Gao Xiang Wan Feng Jiang Benyou Wang LM&MA 36 3 0 26 Jun 2024
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation Yusheng Liao Shuyang Jiang Yanfeng Wang Yu Wang 50 2 0 25 Jun 2024
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models Tingyu Xie Jian Zhang Yan Zhang Yuanyuan Liang Qi Li Hongwei Wang RALM 29 0 0 25 Jun 2024
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models Mianxin Liu Jinru Ding Jie Xu Weiguo Hu Xiaoyang Li ... Haofen Wang Tong Ruan Xuanjing Huang Xin Sun Shaoting Zhang ELM AI4MH LM&MA 25 9 0 24 Jun 2024
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs Mingyi Jia Junwen Duan Yan Song Jianxin Wang 29 7 0 20 Jun 2024
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition Yuming Yang Wantong Zhao Caishuang Huang Junjie Ye Xiao Wang ... Kaixin Huang Yunke Zhang Tao Gui Qi Zhang Xuanjing Huang 36 3 0 17 Jun 2024
TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models Ping Yu Kaitao Song Fengchen He Ming Chen Jianfeng Lu LM&MA 26 2 0 07 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
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges Xiaoming Shi Zeming Liu Li Du Yuxuan Wang Hongru Wang Yuhang Guo Tong Ruan Jie Xu Shaoting Zhang LM&MA ELM 34 1 0 17 May 2024
A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry Yining Huang Keke Tang Meilian Chen Boyuan Wang ELM LM&MA 19 14 0 24 Apr 2024
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts Yusheng Liao Shuyang Jiang Yu Wang Yanfeng Wang MoE 34 5 0 13 Apr 2024
Intent Detection and Entity Extraction from BioMedical Literature Ankan Mullick Mukur Gupta Pawan Goyal MedIm 29 1 0 04 Apr 2024
MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training Xiaojing Du Hanjie Zhao Danyan Xing Yuxiang Jia Hongying Zan 20 6 0 23 Mar 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Rui Wang Fei Mi Yi Chen Boyang Xue Hongru Wang Qi Zhu Kam-Fai Wong Rui-Lan Xu CLL 30 6 0 05 Mar 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Yanis Labrak Adrien Bazoge Oumaima El Khettari Mickael Rouvier Pacome Constant dit Beaufils ... B. Daille Solen Quiniou Emmanuel Morin P. Gourraud Richard Dufour LM&MA 19 6 0 20 Feb 2024
Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset Hengguan Huang Songtao Wang Hongfu Liu Hao Wang Ye Wang LM&MA 27 2 0 08 Feb 2024
An Empirical Investigation of Domain Adaptation Ability for Chinese Spelling Check Models Xi Wang Ruoqing Zhao Hongliang Dai Piji Li LRM 13 0 0 26 Jan 2024
A Fast, Performant, Secure Distributed Training Framework For Large Language Model Wei Huang Yinggui Wang Anda Cheng Aihui Zhou Chaofan Yu Lei Wang ALM 19 14 0 18 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 23 22 0 04 Jan 2024
Text2MDT: Extracting Medical Decision Trees from Medical Texts Wei-wei Zhu Wenfeng Li Xing Tian Pengfei Wang Xiaoling Wang Jin Chen Yuanbin Wu Yuan Ni Guotong Xie 45 4 0 04 Jan 2024
Overview of the PromptCBLUE Shared Task in CHIP2023 Wei-wei Zhu Xiaoling Wang Mosha Chen Buzhou Tang LM&MA ELM 31 7 0 29 Dec 2023
HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses Xinke Jiang Ruizhe Zhang Yongxin Xu Rihong Qiu Yue Fang ... Jinyi Tang Hongxin Ding Xu Chu Junfeng Zhao Yasha Wang RALM 24 20 0 26 Dec 2023
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Wojciech Kusa Óscar E. Mendoza Matthias Samwald Petr Knoth Allan Hanbury 34 4 0 21 Nov 2023
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks Ling Luo Jinzhong Ning Yingwen Zhao Zhijun Wang Zeyuan Ding ... Yuqi Liu Zhihao Yang Jian Wang Yuanyuan Sun Hongfei Lin LM&MA 91 49 0 20 Nov 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model Lei Geng Xu Yan Ziqiang Cao Juntao Li Wenjie Li Sujian Li Xinjie Zhou Yang Yang Jun Zhang 22 0 0 20 Nov 2023
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs Junying Chen Xidong Wang Anningzhe Gao Feng Jiang Shunian Chen ... Chuyi Kong Jianquan Li Xiang Wan Haizhou Li Benyou Wang LM&MA 24 61 0 16 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT Yirong Chen Zhenyu Wang Xiaofen Xing Huimin Zheng Zhipei Xu ... Junhong Wang Sihang Li Jieling Wu Qi Liu Xiangmin Xu LM&MA AI4MH 19 59 0 24 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 21 33 0 22 Oct 2023
Quantifying Self-diagnostic Atomic Knowledge in Chinese Medical Foundation Model: A Computational Analysis Yaxin Fan Feng Jiang Benyou Wang Peifeng Li Haizhou Li 19 1 0 18 Oct 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 29 1 0 08 Sep 2023
GLS-CSC: A Simple but Effective Strategy to Mitigate Chinese STM Models' Over-Reliance on Superficial Clue Yanrui Du Sendong Zhao Yuhan Chen Rai Bai Jing Liu Huaqin Wu Haifeng Wang Bing Qin 28 2 0 08 Sep 2023
DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation Zhijie Bao Wei Chen Shengze Xiao Kuang Ren Jiaao Wu Cheng Zhong J. Peng Xuanjing Huang Zhongyu Wei LM&MA 19 69 0 28 Aug 2023
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models Liwen Zhang Wei Cai Zhaowei Liu Zhi Yang Wei Dai ... Zhiqiang Liu Zhoufan Zhu Anbo Wu Xinnan Guo Yun Chen ELM ALM 25 24 0 19 Aug 2023
CMB: A Comprehensive Medical Benchmark in Chinese Xidong Wang Guiming Hardy Chen Dingjie Song Zhiyi Zhang Zhihong Chen ... Feng Jiang Jianquan Li Xiang Wan Benyou Wang Haizhou Li LM&MA ELM AI4MH 25 79 0 17 Aug 2023
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction Zefa Hu Ziyi Ni Jing Shi Shuang Xu Bo Xu MedIm 35 1 0 30 Jul 2023
Simple Data Augmentation Techniques for Chinese Disease Normalization Wenqian Cui Xiangling Fu Shao-Chen Liu Mingjun Gu Xien Liu Ji Wu Irwin King 27 0 0 02 Jun 2023
HuatuoGPT, towards Taming Language Model to Be a Doctor Hongbo Zhang Junying Chen Feng Jiang Fei Yu Zhihong Chen ... Zhiyi Zhang Qingying Xiao Xiang Wan Benyou Wang Haizhou Li LM&MA AI4MH ELM 24 186 0 24 May 2023