PolyAudio: Advancing Multi-Audio Reasoning in Large Audio Language Models with Interleaved Multi-Audio Contexts

Sonal Kumar, Sreyan Ghosh, Yueqian Lin, S. Sakshi, Ashish Seth, Yiran Chen 0001, Ramani Duraiswami, Dinesh Manocha. PolyAudio: Advancing Multi-Audio Reasoning in Large Audio Language Models with Interleaved Multi-Audio Contexts. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 42335-42353, Association for Computational Linguistics, 2026. [doi]

Authors

Sonal Kumar

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Sreyan Ghosh

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Yueqian Lin

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S. Sakshi

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Ashish Seth

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Yiran Chen 0001

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Ramani Duraiswami

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Dinesh Manocha

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