Author

Yu-Jun Cai

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#artificial intelligence Preprint Oct 2026

UA-Bench: Benchmarking Large Audio-Language Models on Underwater Acoustic Recognition

Large audio-language models (LALMs) are fast becoming a general interface to sound, yet how far their broad pretraining carries into specialized domains remains largely open. Vessel monitoring, maritime safety, and ocean sensing all depend on recognizing underwater signals, but to our knowledge LALMs have not been syst...

Zhe-Nan Sun, L. An, Jia-Yu Yao et al. · 0 citations

Preprint Aug 2026

Thinking with Anchors: Grounded and Efficient Document Reasoning

ADOPD 2026 is presented, a reasoning-oriented extension of ADOPD that turns page decomposition into spatially grounded document understanding and provides a task framework that moves document understanding beyond localization toward anchor-grounded document intelligence.

Sichen Zhu, Yuchen Zhu, Wenzhuo Xu et al. · 0 citations