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Enhancing Audio Reasoning via Semantic Summary Prediction

arXiv:2609.20849v1 Announce Type: new Abstract: Large Audio Language Models (LALMs) perform well on complex question answering but often show a reasoning gap, where explicit Chain-of-Thought (CoT) reduces accuracy compared to direct answers. We hypothesize that long reasoning sequences shift attent…

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  1. 2026-09-21 04:00 · arXiv cs.CL
    Enhancing Audio Reasoning via Semantic Summary Prediction

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