Update README.md

README.md

@@ -19,7 +19,7 @@ license: llama2
 
 ## ✨ Latest News
 
-- [1/25/2024]: Search Necessity Judgment Model released in [Hugging Face](https://huggingface.co/zstanjj/SlimPLM-Retrieval-Necessity-Judgment/).
+- [1/25/2024]: Retrieval Necessity Judgment Model released in [Hugging Face](https://huggingface.co/zstanjj/SlimPLM-Retrieval-Necessity-Judgment/).
 - [2/20/2024]: Query Rewriting Model released in [Hugging Face](https://huggingface.co/zstanjj/SlimPLM-Query-Rewriting/).
 
 ## 🎬 Get Started
@@ -58,8 +58,8 @@ print(res)
 ```
 @inproceedings{Tan2024SmallMB,
   title={Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs},
-  author={Jiejun Tan and Zhicheng Dou and Yutao Zhu and Peidong Guo and Kun Fang and Jinhui Wen},
+  author={Jiejun Tan and Zhicheng Dou and Yutao Zhu and Peidong Guo and Kun Fang and Ji-Rong Wen},
   year={2024},
-  url={https://api.semanticscholar.org/CorpusID:267750726}
+  url={https://arxiv.org/abs/2402.12052}
 }
 ```