most citedKimina-Prover Preview: Towards Large Formal Reasoning Models with Reinforcement Learning

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cs.SD2026

Listen, Pause, and Reason: Toward Perception-Grounded Hybrid Reasoning for Audio Understanding

Jieyi Wang, Yazhe Niu, Dexuan Xu +1

Recent Large Audio Language Models have demonstrated impressive capabilities in audio understanding. However, they often suffer from perceptual errors, while reliable audio reasoni…