2 papers
cs.IR2026
MC-RAG System: A Structure-Driven RAG System for Multi-Constraint Queries
Xiao Zhang, Yang Wan, Yi Li +2
Retrieval-Augmented Generation (RAG) systems are widely adopted in question answering, yet they often fail to satisfy complex multi-constraint queries, leading to constraint violat…
cs.IR2026
Structure Guided Retrieval-Augmented Generation for Factual Queries
Miao Xie, Xiao Zhang, Yi Li +1
Retrieval-Augmented Generation (RAG) has been proposed to mitigate hallucinations in large language models (LLMs), where generated outputs may be factually incorrect. However, exis…