Document-to-document LLM translation in a single pass frequently suffers from structural misalignment including sentence omissions or hallucinations

document-to-document generation in a single pass frequently suffers from structural misalignment, manifesting as sentence omissions or hallucinations that violate the core requirement of source-target correspondence

http://arxiv.org/abs/2608.27161v1