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23. **Binding Language Models in Symbolic Languages.**

*Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu* [[pdf](https://arxiv.org/abs/2210.02875)], [[code](https://github.com/hkunlp/binder)] 2022.10
*Zhoujun Cheng*, Tianbao Xie*, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu* [[pdf](https://arxiv.org/abs/2210.02875)], [[code](https://github.com/hkunlp/binder)] 2022.10

24. **ReAct: Synergizing Reasoning and Acting in Language Models.**

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47. **Tab-CoT: Zero-shot Tabular Chain of Thought**

*Ziqi Jin and Wei Lu* [[pdf](https://arxiv.org/abs/2305.17812], [[code](https://github.com/Xalp/Tab-CoT)] 2023.06
*Ziqi Jin and Wei Lu* [[pdf](https://arxiv.org/abs/2305.17812)], [[code](https://github.com/Xalp/Tab-CoT)] 2023.06

48. **Reasoning with Language Model is Planning with World Model**

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