json-generation

Tag

Cards List
#json-generation

Dynamic Infilling Anchors for Format-Constrained Generation in Diffusion Large Language Models

arXiv cs.CL · 2026-06-04 Cached

This paper proposes Dynamic Infilling Anchors (DIA), a training-free method for diffusion large language models that dynamically estimates end-anchor positions to enforce format constraints (e.g., parseable JSON, reasoning templates) while avoiding the rigidity of fixed-span approaches. Experiments show significant zero-shot gains on GSM8K and MATH benchmarks.

0 favorites 0 likes
← Back to home

Submit Feedback