Update README.md

README.md

@@ -1,3 +1,30 @@
----
-license: apache-2.0
----
+---
+license: apache-2.0
+language:
+- en
+---
+
+
+## 📙 Overview
+
+This repo contains the pretrained checkpoints of [EgoInstructor](https://arxiv.org/pdf/2405.03520), including
+
+- retrieval_checkpoint_best.pt
+
+
+
+## 🏋️ How-To-Use
+
+Please refer to code [EgoInstructor](https://github.com/Jazzcharles/Egoinstructor/) for details.
+
+
+
+## 🎓 Citation
+```
+@article{xu2024retrieval,
+  title={Retrieval-augmented egocentric video captioning},
+  author={Xu, Jilan and Huang, Yifei and Hou, Junlin and Chen, Guo and Zhang, Yuejie and Feng, Rui and Xie, Weidi},
+  journal={arXiv preprint arXiv:2401.00789},
+  year={2024}
+}
+```