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2025 1

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Flexible and Efficient Grammar-Constrained Decoding

cs.CL · 2025-02-07 · conditional · novelty 6.0

GREATGRAMMA precomputes only the terminal sequences an LLM tokenizer can actually produce, yielding 17.71x faster offline preprocessing than Syncode and 5 to 32 ms online masking per token.

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  • Flexible and Efficient Grammar-Constrained Decoding cs.CL · 2025-02-07 · conditional · none · ref 2

    GREATGRAMMA precomputes only the terminal sequences an LLM tokenizer can actually produce, yielding 17.71x faster offline preprocessing than Syncode and 5 to 32 ms online masking per token.