Escape the Language Prior: Mitigating Late-Stage Modality Collapse in Audio Reasoning via Modality-Aware Policy Optimization. - Cihan Xiao; Yiwen Shao; Chenxing Li; Xiang He; Zhenwen Liang; Steve Yves; Sanjeev Khudanpur; Liefeng Bo (CoRR, 2026)