Update Readme.md

README.md

@@ -1066,7 +1066,30 @@ license: cc-by-nc-4.0
 | xiaobu-embedding-v2   | 72.43       | 74.67     | 65.17          | 72.58         | 76.5          | 64.53     | 91.87        |
 | **Conan-embedding-v1** | **72.62**  | 75.03     | 66.33          | 72.76         | 76.67         | 64.18     | 91.66        |
 
-*More details will be available soon.*
+
+## Methods and Training Detials
+
+Please refer to our [technical report](https://arxiv.org/abs/2408.15710).
+
+## Model Weight
+
+*More weight will be available soon.*
+
+## Citation
+
+If you find our models / papers useful in your research, please consider giving ❤️ and citations. Thanks!
+
+```
+@misc{li2024conanembeddinggeneraltextembedding,
+  title={Conan-embedding: General Text Embedding with More and Better Negative Samples}, 
+  author={Shiyu Li and Yang Tang and Shizhe Chen and Xi Chen},
+  year={2024},
+  eprint={2408.15710},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL},
+  url={https://arxiv.org/abs/2408.15710}, 
+}
+```
 
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