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Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models

Home Page: https://arxiv.org/pdf/2401.11725.pdf

chain-of-thought large-language-models nlp reasoning symbolic-expressions

symbol2language's Introduction

Symbol-to-Language (S2L)

Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models.

Arxiv version: arxiv 2401.11725

Our work has been accepted by ICLR AGI Workshop 2024 !

Overview

Tasks

Please refer to the tasks in each folder, respectively.

Tasks

Contact

Thank you for your interest in our work! Please feel free to ask about any question. You can either create an issue in the github repo or contact us at wangyile AT air.tsinghua.edu.cn

Citation

@article{wang2024speak,
  title={Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models},
  author={Wang, Yile and Cheng, Sijie and Sun, Zixin and Li, Peng and Liu, Yang},
  journal={arXiv preprint arXiv:2401.11725},
  year={2024}
}

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