Introduces (P-)GCD proposals via tensorized automata for SMC sampling that converge faster to target distributions than LCD baselines on function calling, keyword, and SQL tasks.
Abs: Enforcing constraint satisfaction on generated sequences via automata-guided beam search
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Mitigating Bias in Locally Constrained Decoding via Tractable Proposals
Introduces (P-)GCD proposals via tensorized automata for SMC sampling that converge faster to target distributions than LCD baselines on function calling, keyword, and SQL tasks.