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Author

Loris D'antoni

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Open access Oct 2026

Incremental Program Synthesis from Event Logs

The goal of program synthesis is to enable non-expert users to write programs by providing a specification instead of an implementation. To truly realize this goal, the specification must require no expertise and no effort to generate. We consider the problem of synthesizing automation scripts from only the logs that a...

Jinwoo Kim, Victor Nicolet, Joey Dodds et al. · 0 citations
#artificial intelligence May 2024

Grammar-Aligned Decoding

This paper proposes adaptive sampling with approximate expected futures (ASAp), a decoding algorithm that guarantees the output to be grammatical while provably producing outputs that match the conditional probability of the LLM's distribution conditioned on the given grammar constraint.

Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick et al. · 70 citations · ⚡5

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