Author

Yue-Ying Chen

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Preprint Oct 2026

Language Impairment as a Lens onto Large Language Models

Although large language models (LLMs) encode language in highly distributed spaces, they remain vulnerable to focal disruptions---a phenomenon strikingly similar to how localized brain damage causes clinical aphasia in humans. To investigate this theoretical tension, we ask whether LLMs possess a functional structure a...

Mu-Xuan He, Wang Bill Zhu, Yue-Ying Chen et al. · 0 citations

#natural language process... Preprint Sep 2026

LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection

LLM-Anchored Paralinguistic Enrichment is proposed, which enriches LLM-derived linguistic representations with paralinguistic cues through three coordinated innovations that achieves state-of-the-art performance across all four primary settings.

Xiao Wei, Yuqin Lin, Ya-Ru Cao et al. · 0 citations