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Federico Cassano

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VerMCTS: Synthesizing Multi-Step Programs using a Verifier, a Large Language Model,(…)Dafny 20252025-01-19
VerMCTS combines a logical verifier, an LLM (FinCode Llama v2), and a modified Monte Carlo Tree Search to synthesize Dafny and Coq programs and proofs; it…
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DafnyBench: A Benchmark for Formal Software VerificationDafny 20252025-01-19
DafnyBench is a scraped benchmark of 750 programs and ~53,000 LOC that tests whether LLMs (GPT‑4, Claude 3, etc.) can auto-generate the missing Dafny…
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Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMsOOPSLA 20242024-10-20
Presents MultiPL-T, a pipeline that generates semi‑synthetic training data by using a Code LLM to synthesize unit tests for 130K vetted Python functions…
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