2025
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering
EMNLP 2025
Retrieval-Augmented Generation (RAG) mitigates hallucination in Large Language Models (LLMs) by incorporating external data, with Knowledge Graphs (KGs) offering crucial information for question answering. Traditional Knowledge Graph Question Answering (KGQA) methods rely on semantic parsing, which