Add ReWOO

README.md

@@ -48,6 +48,7 @@ Our goal with this project is to build an exhaustive collection of awesome resou
 
 * [Aug 2023] **"Dynamic Planning with a LLM."** *Gautier Dagan (U of Edinburgh) et al.* arXiv. [[paper](https://arxiv.org/abs/2308.06391)] [[code](https://github.com/itl-ed/llm-dp)]
 * [Aug 2023] **"Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization."** *Weiran Yao (Salesforce) et al.* arXiv. [[paper](https://arxiv.org/abs/2308.02151)]
+* 🔥 [May 2023] **"ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models."** *Binfeng Xu et al.* arXiv. [[paper](https://arxiv.org/abs/2305.18323)] [[code](https://github.com/billxbf/ReWOO)]
 * [May 2023] **"SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks."** *Bill Yuchen Lin (AI2) et al.* arXiv. [[paper](https://arxiv.org/abs/2305.17390)] [[code](https://github.com/yuchenlin/swiftsage)] [[project page](https://yuchenlin.xyz/swiftsage)]
 * 🔥 [May 2022] **"Reasoning with Language Model is Planning with World Model."** *Shibo Hao (UCSD) et al.* arXiv. [[paper](https://arxiv.org/abs/2305.14992)] [[code](https://github.com/Ber666/llm-reasoners)] [[project page](https://www.llm-reasoners.net/)]
 * [May 2023] **"ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models."** *Zhipeng Chen (RUC) et al.* arXiv. [[paper](https://arxiv.org/abs/2305.14323)] [[code](https://github.com/RUCAIBOX/ChatCoT)]
@@ -196,6 +197,6 @@ Our goal with this project is to build an exhaustive collection of awesome resou
 
 ## Acknowledgement
 
-We greatly appreciate any contributions via PRs, issues, emails, or other methods. Thanks Tianle Cai ([@ctlllll](https://github.com/ctlllll)), Yifan Song ([@Yifan-Song793](https://github.com/Yifan-Song793)), Xinya Du ([@xinyadu](https://github.com/xinyadu)) and many others for their kind suggestions and contributions. ❤️
+We greatly appreciate any contributions via PRs, issues, emails, or other methods. Thanks Tianle Cai ([@ctlllll](https://github.com/ctlllll)), Yifan Song ([@Yifan-Song793](https://github.com/Yifan-Song793)), Xinya Du ([@xinyadu](https://github.com/xinyadu)), Binfeng Xu ([@billxbf](https://github.com/billxbf)) and many others for their kind suggestions and contributions. ❤️
 
 The repository is initially built and maintained by [Yupeng Hou](https://yupenghou.com/) ([yphou@ucsd.edu](mailto:yphou@ucsd.edu)).