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README.md

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+# ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases
+
+ClinBench-HPB is a comprehensive benchmark dataset specifically designed to evaluate the performance of Large Language Models (LLMs) in the field of hepatobiliary and pancreatic diseases.
+
+## Dataset Overview
+
+This dataset consists of five carefully constructed subsets covering different data sources and question types:
+
+### 1. CNQA (Chinese Questions & Answers)
+- **2000 Chinese multiple-choice questions**
+- Includes single-choice and multiple-choice questions  
+- Each question may have **one or more** correct answers  
+
+### 2. ENQA (English Questions & Answers)
+- **1535 English multiple-choice questions**  
+- Each question has **exactly one** correct answer  
+
+### 3. Journal
+- **120** open diagnostic cases from authoritative medical journals  
+
+### 4. Website
+- **167** diagnostic cases from professional medical websites and case-sharing platforms  
+
+### 5. Hospital
+- **50** real-world diagnostic cases from partner hospitals (anonymized)  
+
+## Key Features
+
+- **Comprehensiveness**: Covers multiple subspecialties of HPB diseases  
+
+- **Diversity**: Includes both multiple-choice questions and real clinical cases  
+
+- **High Quality**: All data reviewed by medical experts  
+
+- **Multilingual**: Supports both Chinese and English evaluation  
+
+## Usage Suggestions
+
+This dataset is suitable for:
+
+1. Evaluating LLMs' medical knowledge in HPB diseases  
+
+2. Comparing model performance on medical QA tasks  
+
+3. Developing medical education applications  
+
+4. Evaluating clinical decision support systems  
+
+## Notice
+
+This benchmark is for research purposes only and does not constitute medical advice. Always consult healthcare professionals for clinical decisions. This dataset is licensed for **academic research only**. **Commercial use is strictly prohibited**. No modification, distribution, or use in commercial products is permitted without explicit authorization. If you believe this dataset infringes your rights, please contact us via: Email: yuchong.li@connect.polyu.hk
+
+
+
+## Citation
+
+If you use ClinBench-HPB in your research, please cite our work:
+
+```bibtex
+@misc{li2025clinbenchhpbclinicalbenchmarkevaluating,
+      title={ClinBench-HPB: A Clinical Benchmark for Evaluating LLMs in Hepato-Pancreato-Biliary Diseases}, 
+      author={Yuchong Li and Xiaojun Zeng and Chihua Fang and Jian Yang and Fucang Jia and Lei Zhang},
+      year={2025},
+      eprint={2506.00095},
+      archivePrefix={arXiv},
+      primaryClass={cs.CY},
+      url={https://arxiv.org/abs/2506.00095}, 
+}