4 papers · 1 filter
Aligning Faithfulness for Theory-Scale Autoformalization
Yuming Feng, Tadd Mao, Dhruva Arekar +4
Autoformalization (AF) requires more than compilation: formal statements must preserve the meaning of their informal sources, a property known as faithfulness. An emerging frontier…
Does the Proof Prove It That Way? Faithful Formalization of Elements Proofs
Tadd Mao, Tianjun Zhong, Dhruva Arekar +5
In formal verification, both the autoformalization of statements and automated proof search have been studied extensively. While automated proof search can produce a formal proof t…
Theory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases
Marcus J. Min, Mike He, Zhaoyu Li +5
Autoformalization translates informal natural language into formal, machine-verifiable languages. While most work focuses on individual statements, real formalization efforts are i…
Theory-Scale Auto-Formalization of Logics for Computer Science
Yuming Feng, Frederick Pu, One An +5
Auto-formalization is critical for scalable formal verification, but existing progress largely focuses on isolated statements, while theory-scale auto-formalization, which coherent…