Update README.md

README.md

@@ -1,3 +1,23 @@
 ---
 license: cc-by-sa-4.0
+language:
+- en
+tags:
+- retrieval-augmented generation
 ---
+
+This is a FilCo context filtering model for open-domain documents such as Wikipedia articles.
+Specifically, this is a `meta-llama/Llama-2-7b` trained using LoRA for 3 epochs on the NaturalQuestions (NQ) training set.
+
+It is intented to be used in FilCo: [https://github.com/zorazrw/filco](https://github.com/zorazrw/filco), but can be further applied in similar scenarios.
+
+## Citation
+if you use this model for research, please cite:
+```
+@article{wang2023learning,
+  title={Learning to Filter Context for Retrieval-Augmented Generation},
+  author={Zhiruo Wang, Jun Araki, Zhengbao Jiang, Md Rizwan Parvez, Graham Neubig},
+  journal={arXiv preprint arXiv:2311.08377},
+  year={2023}
+}
+```