Transformed in Translation: Two-Stage Structural Uncertainty in LLM-Based Scientific Autoformalization
Scientific autoformalization turns verbal accounts into executable mathematics, but executable code does not settle which model has been constructed. We examine two sources of structural uncertainty: the formalizer that generates a response law, and the rec...
Why it matters Most relevant if you are tracking proof-search loops that use verifier feedback instead of treating Lean as a binary oracle.
Skim cue Skim which definitions entered Lean and whether the work adds reusable library surface.
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