Beyond Oracle: Verifier-Supervision for Instruction Hierarchy in Reasoning and Instruction-Tuned LLMs - Huang, Sian-Yao; Chang, Li-Hsien; Lin, Che-Yu; Yang, Cheng-Lin (Advances in Neural Information Processing Systems, 2025)