Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders

Guangzhi Xiong, Zhenghao He, Bohan Liu +2

Retrieval-Augmented Generation (RAG) improves the factuality of large language models (LLMs) by grounding outputs in retrieved evidence, but faithfulness failures, where generation…