https://github.com/thunlp-mt/symbol2language

Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models
https://github.com/thunlp-mt/symbol2language

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

Last synced: 8 months ago
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Speak It Out: Solving Symbol-Related Problems with Symbol-to-Language Conversion for Language Models

• Host: GitHub
• URL: https://github.com/thunlp-mt/symbol2language
• Owner: THUNLP-MT
• Created: 2024-01-07T14:31:25.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-19T07:00:52.000Z (over 1 year ago)
• Last Synced: 2024-12-31T05:18:59.711Z (10 months ago)
• Topics: chain-of-thought, large-language-models, nlp, reasoning, symbolic-expressions
• Homepage: https://arxiv.org/pdf/2401.11725.pdf
• Size: 1.37 MB
• Stars: 6
• Watchers: 5
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# Symbol-to-Language (S2L)

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

Arxiv version: [arxiv 2401.11725](https://arxiv.org/pdf/2401.11725.pdf)

Our work has been accepted by [ICLR AGI Workshop 2024](https://agiworkshop.github.io/2024/overview/) !

![Overview](intro.png)

## Tasks

Please refer to the tasks in each folder, respectively.

![Tasks](tasks.png)

## 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

```bibtex

@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}

}

```