AAAI 2026technical0 citations
Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition
Yue Liu, Zhongying Ru, Shimin Di, Jipeng Zhang, Ruiyuan Zhang, Xiaofang Zhou
Abstract
Retrieval-augment generation is a prevalent strategy to mitigate hallucinations of LLMs. The attributable RAG (RAGQ) generates quotes for its answers. The quotes indicate which input contexts support the RAG to derive the answers, enhancing the answer
BibTeX
@inproceedings{aaai2026_faithfulinstepsi,
title = {Faithful in Steps: Improving Generalization and Citation in RAG via Query Decomposition},
author = {Yue Liu and Zhongying Ru and Shimin Di and Jipeng Zhang and Ruiyuan Zhang and Xiaofang Zhou},
booktitle = {AAAI 2026},
year = {2026}
}