Update README.md

README.md

@@ -1,3 +1,90 @@
 ---
-license: cc-by-nc-nd-4.0
+language: zh
+license: cc-by-4.0
+datasets:
+  - CPsyExam
 ---
+
+# CPsyExam Dataset
+
+CPsyExam is a comprehensive dataset designed for evaluating Chinese psychological examination capabilities in large language models.
+
+## Dataset Description
+
+The CPsyExam dataset is structured to assess psychological examination competencies in a Chinese context. It provides a standardized way to evaluate how well language models can handle psychological assessment tasks. The dataset contains multiple-choice questions from various psychological domains, including clinical and counseling psychology.
+
+## News 🔥
+- **December 9, 2024**: Official website launched at [https://cpsyexam.xinhai.co](https://cpsyexam.xinhai.co)
+- **November 30, 2024**: Our paper "CPsyExam: Chinese Benchmark for Evaluating Psychology using Examinations" has been accepted by COLING 2025! 🎉
+
+## Data Format
+
+The dataset is organized in JSON format with the following splits:
+- Training set
+- Validation set
+- Test set
+
+Each example in the dataset follows this structure:
+```json
+{
+    "subject_name": "心理学科目名称",
+    "question_type": "multi/single",
+    "kind": "knowledge",
+    "question": "题目内容",
+    "options": {
+        "A": "选项A内容",
+        "B": "选项B内容",
+        "C": "选项C内容",
+        "D": "选项D内容",
+        "E": "选项E内容"
+    },
+    "explanation": "题目解析说明",
+    "id": "唯一标识ID"
+}
+```
+
+### Field Descriptions:
+- `subject_name`: The specific subject area in psychology
+- `question_type`: Type of question (e.g., "multi" for multiple choice)
+- `kind`: Category of the question (e.g., "knowledge")
+- `question`: The actual question text
+- `options`: A dictionary containing the multiple choice options (A through E)
+- `explanation`: Detailed explanation of the correct answer
+- `id`: Unique identifier for the question
+
+## Usage
+
+### Loading the Dataset
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("CAS-SIAT-XinHai/CPsyExam")
+```
+
+### Data Preparation for Fine-tuning
+For those interested in using the dataset for fine-tuning, you can prepare the data according to the [SFT](https://github.com/CAS-SIAT-XinHai/CPsyExam/blob/main/README.md#sft) section.
+
+## Leaderboard
+
+Track model performance and submit your results at our [leaderboard](http://cpsyexam.xinhai.co/leaderboard).
+
+## Citation
+
+If you use this dataset in your research, please cite:
+```bibtex
+@misc{CPsyExam benchmark,
+  title={CPsyExam: Chinese Benchmark for Evaluating Psychology using Examinations},
+  author={Jiahao Zhao, Jingwei Zhu, Minghuan Tan, Min Yang, Di Yang, 
+          Chenhao Zhang, Guancheng Ye, Chengming Li, Xiping Hu},
+  year = {2024},
+  publisher = {GitHub},
+  journal = {GitHub repository},
+  howpublished = {\url{https://github.com/CAS-SIAT-XinHai/CPsyExam}}
+}
+```
+
+## License
+This dataset is licensed under CC-BY-4.0.
+
+## Contact
+For more information, visit our [official website](http://cpsyexam.xinhai.co).