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Shu-Guang Yang

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#natural language process... Preprint Sep 2026

Explainable and Generalisable LLM-based Cognitive Decline Detection with Spontaneous Speech

Alzheimer's disease (AD) and mild cognitive impairment (MCI), which may precede AD, manifest early through subtle linguistic and acoustic alterations. Traditional diagnostics, however, are often resource-intensive and lack scalability for mass screening. To address these challenges, we introduce a novel bilingual speec...

Zi-Yun Cui, Wen Wu, Chuan Shi et al. · 0 citations

Open access Sep 2026

The Neural Basis of Hierarchical Structure Building during Phrase Processing

Human language comprehension requires transforming linear word sequences into hierarchical structure. Using Mandarin as a case study, we investigated how the brain builds phrase-level structure from two sequentially presented words. Participants processed the same phrases in two tasks emphasizing either the semantic...

Fei-Zhen Cao, M. Xiang, Shu-Guang Yang et al. · Neurobiology of Language · 0 citations

Shu-Guang Yang

Explainable and Generalisable LLM-based Cognitive Decline Detection with Spontaneous Speech

​The Neural Basis of Hierarchical Structure Building during Phrase Processing

The Neural Basis of Hierarchical Structure Building during Phrase Processing