Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking. - Jun Feng; Jiahui Tang; Zhicheng He 013; Hang Lv 012; Hongchao Gu; Hao Wang 076; Xuezhi Yang; Shuai Fang (CoRR, 2026)