Interactive Critique-Revision Training for Reliable Structured LLM Generation
arXiv:2605.08327v1 Announce Type: cross
Abstract: In structured decision-making workflows such as form filling, compliance checking, and maintenance reporting, LLM outputs must be locally correct, globally consistent, and auditable against task-specif…