Update README.md

README.md

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 - medical
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 - n<1K
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+---
+# A Comparative Study of Open-Source Large Language Models
+
+## Dataset Overview
+
+Welcome to the dataset repository for our paper, "A Comparative Study of Open-Source Large Language Models, GPT-4 and Claude 2: Multiple-Choice Test Taking in Nephrology." The preprint of the paper can be accessed [here](https://arxiv.org/abs/2308.04709).
+
+## Files
+
+This repository contains two key files:
+
+1. **NEJM_All_Questions_And_Answers.csv**: This file includes all the questions and corresponding answers used in the study.
+
+2. **Ground_Truth_Answers.csv**: This file provides ground truth explanations associated with the questions in the main dataset.
+
+## Usage
+
+To utilize this dataset for your research or experimentation:
+
+1. **Download**: Obtain the dataset files from this repository.
+2. **Load**: Import the dataset into your preferred data analysis or machine learning environment.
+3. **Explore**: Investigate the questions, answers, and ground truth explanations for your specific use case.
+
+##Paper
+Our paper is accepted to NEJM-AI. For now please read the pre-print at the link: https://arxiv.org/abs/2308.04709
+