A twisted sequential Monte Carlo decoder with surface automata improves exact constraint satisfaction in structured text generation over standard decoding baselines across three benchmarks.
A*-decoding: Token-efficient inference scaling.arXiv preprint arXiv:2505.13672,
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LatticeBridge: Rare-Event Sequential Inference for Faithful Structured Sequence Synthesis
A twisted sequential Monte Carlo decoder with surface automata improves exact constraint satisfaction in structured text generation over standard decoding baselines across three benchmarks.