MathForm: Scaling Mathematical Autoformalization with Knowledge Retrieval and Verification-Guided Refinement
MathForm improves autoformalization by retrieving Mathlib knowledge and iteratively refining outputs with verification feedback, yielding a large verified dataset and a high-perfor…
Hugging Face · Daily Papers
·Lushi Pu, Weiming Zhang
·
·▲ 6 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Lushi Pu, Weiming Zhang, Xinheng Xie, Zixuan Fu, Bingxiang He, Hengyu Zhao
- 6 upvotes da comunidade
- Temas: autoformalization, Mathlib, retrieval planner, verification-guided iterative refinement, compiler diagnostics, semantic-consistency feedback
Resumo
Resumo original (em inglês), extraído do paper:
MathForm improves autoformalization by retrieving Mathlib knowledge and iteratively refining outputs with verification feedback, yielding a large verified dataset and a high-performing 8B model.Onde ler
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