HIRAG: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation. - YiHan Jiao; ZheHao Tan; Dan Yang; DuoLin Sun; Jie Feng; Yue Shen; Jian Wang; Peng Wei (CoRR, 2025)

PRGB Benchmark: A Robust Placeholder-Assisted Algorithm for Benchmarking Retrieval-Augmented Generation. - ZheHao Tan; YiHan Jiao; Dan Yang 004; Lei Liu; Jie Feng; DuoLin Sun; Yue Shen; Jian Wang; Peng Wei; Jinjie Gu (CoRR, 2025)

HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering. - DuoLin Sun; Dan Yang 004; Yue Shen; YiHan Jiao; ZheHao Tan; Jie Feng; Lianzhen Zhong; Jian Wang; Peng Wei; Jinjie Gu (CoRR, 2025)