Not as Sweet by Another Name: An Empirical Study of Format Robustness in LLM Document Workflows

Xiaoyu Zhang, Xianyun Cheng, Tianlin Li +3

LLM-driven software systems are rapidly evolving from plain-text conversations to document-centric end-to-end workflows, where the same semantic content can be delivered in diverse…