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Author

Nancy F. Chen

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#artificial intelligence Preprint Aug 2026

EXAM2: Extending Audio Understanding in Multilingual and Multimodal Analysis

Recent large audio language models (LALMs) have achieved impressive progress in audio understanding. However, existing evaluations remain largely constrained to English and narrow audio domains. Prior benchmarks typically focus on a single audio modality, i.e., speech, sound, or music, limiting the systematic investiga...

Jia-Wen Wang, Xiao-Xue Gao, Ziliang Pang et al. · 0 citations
#natural language process... Preprint May 2025

From ASR to ASP: Evaluating Prompt Attack Vulnerabilities Against Open-Source LLMs

This paper comprehensively studies effective prompt injection attacks against 14 widely used open-source and three closed-source LLMs on five attack benchmarks and proposes a straightforward and effective hypnotism attack, showing that this attack causes aligned language models to generate objectionable behaviors.

Jia-Wen Wang, Pritha Gupta, E. Hüllermeier et al. · 9 citations

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