Lightweight bias correction in constrained decoding for grammar-constrained decoding masks; online sampling reduces distortion in LM outputs
Read the original at arxiv.org→arXiv:2608.10137v1 Announce Type: new Abstract: Grammar Constrained Decoding (GCD) forces Language Models (LMs) to produce syntactically valid outputs by masking out non-conforming tokens at each step. However,...
Original headline: "The Parser Already Knows: Lightweight Bias Correction in Constrained Decoding"
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- Aug 12, 04:00 UTC arXiv cs.CL lead source The Parser Already Knows: Lightweight Bias Correction in Constrained Decoding