Xiyu Liu

Evaluating Retrieval-Augmented Generation in Multi-Agent Frameworks: An Accuracy and Traceability Analysis

Hallucinations in knowledge-intensive tasks are frequent in Large Language Models (LLM). This is alleviated by Retrieval-Augmented Generation (RAG) and multi-agent systems, which include external knowledge and tools. Nevertheless, the consistency of retrieved evidence and the tracing of the pipeline in multifaceted int...