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Author

Maxim Topaz

2 papers indexed here

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Preprint Aug 2026

When Vocal Tone and Literal Meaning Diverge: An Acoustic-Semantic Incongruity Study for Large Audio-Language Models

Affective cues across modalities may be incongruous (e.g., sarcasm or mocking praise), potentially leading to misinterpretation when relying on a single modality. Large Audio-Language Models (LALMs) have recently gained popularity and been applied to multimodal emotion recognition, but their ability to disentangle acou...

Yu-Wen Chen, William Ho, Maxim Topaz et al. · 0 citations
Review Open access Aug 2026

Ethics consultants’ perspectives on the use of artificial intelligence in ethical decision-making for patients incapacitated with no evident advance directives or surrogates: a qualitative study

Findings highlight the need for equity-centered design, transparent communication of data limitations, interdisciplinary development, and ethics consultant involvement in validation before clinical implementation of artificial intelligence in INEADS care.

Aviv Y. Landau, Marsha Williamson, Jiyoun Song et al. · 0 citations

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