NaviRAG: Towards Active Knowledge Navigation for Retrieval-Augmented Generation. - Jihao Dai; Dingjun Wu; Yuxuan Chen; Zheni Zeng; Yukun Yan; Zhenghao Liu 001; Maosong Sun 001 (CoRR, 2026)