2024 "mathematical reasoning" Papers

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Improving Factuality and Reasoning in Language Models through Multiagent Debate

Yilun Du, Shuang Li, Antonio Torralba et al.

ICML 2024posterarXiv:2305.14325

In-Context Principle Learning from Mistakes

Tianjun Zhang, Aman Madaan, Luyu Gao et al.

ICML 2024posterarXiv:2402.05403

Interpreting and Improving Large Language Models in Arithmetic Calculation

Wei Zhang, Wan Chaoqun, Yonggang Zhang et al.

ICML 2024posterarXiv:2409.01659

MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Zhengyang Tang, Xingxing Zhang, Benyou Wang et al.

ICML 2024posterarXiv:2403.02884

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?

Renrui Zhang, Dongzhi Jiang, Yichi Zhang et al.

ECCV 2024posterarXiv:2403.14624