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cs.PL2025
Nice to Meet You: Synthesizing Practical MLIR Abstract Transformers
Xuanyu Peng, Dominic Kennedy, Yuyou Fan +3
Static analyses play a fundamental role during compilation: they discover facts that are true in all executions of the code being compiled, and then these facts are used to justify…
cs.PL2025
ChopChop: a Programmable Framework for Semantically Constraining the Output of Language Models
Shaan Nagy, Timothy Zhou, Nadia Polikarpova +1
Language models (LMs) can generate code but cannot guarantee its correctness$\unicode{x2014}$often producing outputs that violate type safety, program invariants, or other semantic…