Update README.md

README.md

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-The dataset for the NAACL 2024 paper "MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference" will be released here.
+# MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference
+
+This repository contains the dataset for the NAACL 2024 paper "MSCINLI: A Diverse Benchmark for Scientific Natural Language Inference."
+
+**If you face any difficulties while downloading the dataset, raise an issue in this repository or contact us at msadat3@uic.edu.**
+
+For more details about the dataset, please visit: https://github.com/msadat3/MSciNLI
+
+## Citation
+If you use this dataset, please cite our paper:
+
+```
+@inproceedings{sadat-caragea-2024-mscinli,
+    title = "MSCINLI: A Diverse Benchmark for Scientific Natural Language Inference",
+    author = "Sadat, Mobashir  and  Caragea, Cornelia",
+    booktitle = "2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics",
+    month = june,
+    year = "2024",
+    address = "Mexico City, Mexico",
+    publisher = "Association for Computational Linguistics",
+    url = "",
+    pages = "",
+}
+```