"tool-augmented llms" Papers

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To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Zayne Sprague, Fangcong Yin, Juan Rodriguez et al.

ICLR 2025arXiv:2409.12183
250
citations

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Subhabrata Dutta, Ishan Pandey, Joykirat Singh et al.

AAAI 2024paperarXiv:2312.05571
7
citations