04:00
2026-07-22
arxiv.org
artificial-intelligence
Cross-Dialect Generalization Without Retraining: Benchmarks and Evaluation of Schema-Derived Constrained Decoding for MLIR
Researchers released four natural-language-to-MLIR benchmarks totaling 410 in-scope pairs and a three-layer schema-derived constraint stack that lets SmolLM2-1.7B match or exceed 15B-34B code LMs on s…