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Shuai Wang

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Book Open access Oct 2026

SwiftGram: Dynamic Lexical Forking for Precise and Efficient Grammar-Constrained Decoding

Large Language Models (LLMs) must strictly adhere to grammatical constraints for reliable structured generation in agentic workflows, code synthesis, and domain-specific language (DSL) generation. Grammar-Constrained Decoding (GCD) enforces this by masking out tokens incompatible with the target grammar at each decodin...

Shu-Yi Ling, Liang-Yi Kang, Jie Liu et al. · 0 citations

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