Large Language Models (LLMs), such as the LLaMA model, have demonstrated their effectiveness in various general-domain natural language processing (NLP) tasks. Nevertheless, LLMs have not yet performed optimally in biomedical domain tasks due to the need for medical expertise in the responses. In response to this challenge, we propose HuaTuo, a LLaMA-based model that has been supervised-fine-tuned with generated QA (Question-Answer) instances. The experimental results demonstrate that HuaTuo generates responses that possess more reliable medical knowledge. Our proposed HuaTuo model is accessible at https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese.
Efficient Training of Robust Traditional Chinese LLaMA-1B on a Single Consumer GPU: Continual Pre-training, SFT, and DPO
National Tsing Hua University（台湾清华大学）；Accton Technology Corporation（智邦科技公司）；National Yang Ming Chiao Tung University（阳明交通大学）；University of Taipei（台北市立大学）
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
Shenzhen Research Institute of Big Data（深圳大数据研究院）；The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））；Beijing Academy of Artificial Intelligence（北京人工智能研究院）
Dynamic data sampler for cross-language transfer learning in large language models
School of Computer Science and Software Engineering, Shenzhen University（深圳大学计算机与软件学院）；Tencent AI Lab（腾讯AI实验室）；LIESMARS, Wuhan University（武汉大学遥感信息工程学院（国际数字地球学会实验室））；School of AI and Advanced Computing, Xi’an Jiaotong-Liverpool（西交利物浦大学人工智能与先进计算学院）
Leveraging Group Relative Policy Optimization to Advance Large Language Models in Traditional Chinese Medicine
University of Missouri（密苏里大学）；Christopher S. Bond Life Sciences Center, University of Missouri（密苏里大学克里斯托弗·S·邦德生命科学中心）；Community Health Service Center Shanghai Pudong New Area（上海市浦东新区社区卫生服务中心）；Shanghai University of Traditional Chinese Medicine（上海中医药大学）
CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model
College of Statistics and Mathematics, Zhejiang Gongshang University（浙江工商大学统计与数学学院）；School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机学院）
BigTranslate: Augmenting Large Language Models with Multilingual Translation Capability over 100 Languages
Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）；School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院）；Wuhan AI Research（武汉人工智能研究院）
LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model
National Key Laboratory for Novel Software Technology, Nanjing University（南京大学计算机软件新技术国家重点实验室）；School of Artifical Intelligence, Nanjing University（南京大学人工智能学院）；School of Intelligence Science and Technology, Nanjing University（南京大学智能科学与技术学院）
The Role of Dataset Linguistic Structure in the Cultural Awareness of Large Language Models
University College London（伦敦大学学院）；Queen’s University Belfast（贝尔法斯特女王大学）；The University of Tokyo（东京大学）；University of Bisha（比沙大学）；King Abdulaziz University（阿卜杜勒阿齐兹国王大学）；AI Centre, University College London（伦敦大学学院人工智能中心）
A Structured Framework for Evaluating and Enhancing Interpretive Capabilities of Multimodal LLMs in Culturally Situated Tasks
DJCAD, University of Dundee, United Kingdom（邓迪大学DJCAD部门）；ARG-tech, SSEN, University of Dundee, United Kingdom（邓迪大学）；School of Computer Science, University of Birmingham, United Kingdom（伯明翰大学计算机科学学院）
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model
Harvard T.H. Chan School of Public Health（哈佛陈曾熙公共卫生学院）；Peking University（北京大学）；University of Oxford（牛津大学）；Alibaba Group（阿里巴巴集团）；Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）；Ant Group（蚂蚁集团）；Tianyi Traffic Technology（天翼交通科技）；Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州））
Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models
Zhejiang University（浙江大学）；School of Engineering, Westlake University（西湖大学工程学院）；Westlake University（西湖大学）；School of Early Childhood Education, Hangzhou Polytechnic（杭州职业技术学院幼儿教育学院）
CARE: An Explainable Computational Framework for Assessing Client-Perceived Therapeutic Alliance Using Large Language Models
Zhejiang University（浙江大学）；Westlake University（西湖大学）；Department of Psychology, Jing Hengyi School of Education, Hangzhou Normal University（心理系，金恒毅教育学院，杭州师范大学）
Zero-Shot End-to-End Relation Extraction in Chinese: A Comparative Study of Gemini, LLaMA and ChatGPT
University of Amsterdam（阿姆斯特丹大学）；Johns Hopkins University（约翰斯·霍普金斯大学）；University of California San Diego（加利福尼亚大学圣迭戈分校）；Simon Fraser University（西蒙菲莎大学）；Northeastern University（东北大学）
ALIGN: Word Association Learning for Cultural Alignment in Large Language Models
School of Computing and Information Systems, The University of Melbourne（计算与信息系统学院，墨尔本大学）；Melbourne Data Analytics Platform, The University of Melbourne（墨尔本数据分析平台，墨尔本大学）；Faculty of Information Technology, Monash University（信息技术学院，墨尔本大学）
Fine-tuning of lightweight large language models for sentiment classification on heterogeneous financial textual data
International Business School, Zhejiang University（浙江大学国际商务学院）；Center for Data Science, Zhejiang University（浙江大学数据科学中心）；Centre for Statistics, Georg-August-Universität Göttingen（哥廷根大学统计中心）
