[논문리뷰] miniF2F-Lean Revisited: Reviewing Limitations and Charting a Path ForwardFarzan Farnia이 arXiv에 게시한 'miniF2F-Lean Revisited: Reviewing Limitations and Charting a Path Forward' 논문에 대한 자세한 리뷰입니다.#Review#Automated Theorem Proving#Autoformalization#Benchmark Dataset#miniF2F#Lean Language#Large Language Models#Mathematical Reasoning#Formal Verification2025년 11월 16일댓글 수 로딩 중
[논문리뷰] EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and DifficultyXuanwu Wang이 arXiv에 게시한 'EvolProver: Advancing Automated Theorem Proving by Evolving Formalized Problems via Symmetry and Difficulty' 논문에 대한 자세한 리뷰입니다.#Review#Automated Theorem Proving#Data Augmentation#Large Language Models#Formal Mathematics#Symmetry#Difficulty Evolution#Abstract Syntax Tree#Generalizability2025년 10월 7일댓글 수 로딩 중
[논문리뷰] EconProver: Towards More Economical Test-Time Scaling for Automated Theorem ProvingShansan Gong이 arXiv에 게시한 'EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving' 논문에 대한 자세한 리뷰입니다.#Review#Automated Theorem Proving#LLM#Test-Time Scaling#Chain-of-Thought#Reinforcement Learning#Efficiency Optimization#Token Cost#Sampling Cost#Dynamic CoT Switching2025년 9월 17일댓글 수 로딩 중
[논문리뷰] Saturation-Driven Dataset Generation for LLM Mathematical Reasoning in the TPTP EcosystemDamien Sileo이 arXiv에 게시한 'Saturation-Driven Dataset Generation for LLM Mathematical Reasoning in the TPTP Ecosystem' 논문에 대한 자세한 리뷰입니다.#Review#Automated Theorem Proving#LLM#Mathematical Reasoning#Synthetic Data Generation#TPTP Ecosystem#Saturation Proving#Proof Graph Reconstruction#Data Augmentation2025년 9월 9일댓글 수 로딩 중
[논문리뷰] Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-CorrectionJui-Hui Chung이 arXiv에 게시한 'Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction' 논문에 대한 자세한 리뷰입니다.#Review#Automated Theorem Proving#Formal Verification#Language Models#Self-Correction#Data Synthesis#Reinforcement Learning#Model Averaging#Lean2025년 8월 6일댓글 수 로딩 중
[논문리뷰] Seed-Prover: Deep and Broad Reasoning for Automated Theorem ProvingZhicheng Jiang이 arXiv에 게시한 'Seed-Prover: Deep and Broad Reasoning for Automated Theorem Proving' 논문에 대한 자세한 리뷰입니다.#Review#Automated Theorem Proving#Large Language Models#Formal Verification#Reinforcement Learning#Lean#Geometry Reasoning#Chain-of-Thought#Lemma-Style Proving2025년 8월 2일댓글 수 로딩 중