Improving Retrieval-Augmented Generation without Taxonomy-based Error Categorization

Gongbo Zhang, Yifan Peng, Chunhua Weng

Retrieval-Augmented Generation (RAG) improves the factual accuracy of large language model (LLM) outputs by grounding generation in external knowledge. Recent agentic RAG systems e…