LLM-AutoDiff: Auto-Differentiate Any LLM Workflow

Li Yin, Zhangyang Wang

Large Language Models (LLMs) have reshaped natural language processing, powering applications from multi-hop retrieval and question answering to autonomous agent workflows. Yet, pr…