Create README.md

README.md

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+# UTAustin-AIHealth
+
+Welcome to **UTAustin-AIHealth** – a hub dedicated to advancing research in medical AI. Our flagship contribution is the **MedHallu** dataset, which underpins our recent work:
+
+**MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models**
+
+MedHallu is a rigorously designed dataset that provides a benchmark for evaluating large language models in detecting hallucinations in medical question-answering tasks. Our goal is to help researchers and practitioners improve the reliability of AI in the medical domain, thereby enhancing patient safety and clinical decision-making.
+
+---
+
+## License
+
+This dataset and associated resources are distributed under the **MIT License**.
+
+---
+
+## How to Use MedHallu
+
+- **Downloading the Dataset:**  
+  Detailed instructions for downloading MedHallu are provided on our website and accompanying documentation.
+
+- **Usage Guidelines:**  
+  We offer example code and tutorials to help you integrate the dataset into your evaluation pipelines. Please refer to our documentation for step-by-step guidance.
+
+---
+
+## Citations
+
+If you find MedHallu useful in your research, please consider citing our work:
+
+```bibtex
+@inproceedings{your-citation-key,
+  title={MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models},
+  author={Your Name and Collaborators},
+  booktitle={Conference/Journal Name},
+  year={2025},
+  publisher={Publisher Name}
+}