Author

Yoshinobu Kano

2 papers indexed here

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Open access Nov 2026

Machine Learning Classification of Bipolar Disorder Across Mood States Using Natural Language Processing and Speech Analysis: Observational Study

The combined acoustic-linguistic model, driven primarily by acoustic features, shows potential as an objective aid for BP diagnosis and mood state classification, although overall limitations remain for monitoring mood state changes.

Yusei Yamaguchi, Yoshinobu Kano, G. Sugihara et al. · Journal of Medical Internet... · 0 citations

#natural language process... Preprint Oct 2026

Once a Tree, Always a Tree? Cross-lingual Transfer of Hierarchical Generalization in Language Models

Language models (LMs) often exhibit successful cross-lingual transfer through continued (pre)training, still their underlying process remains unclear. One possibility is that LMs can leverage the evidence toward language-universal principles, namely, hierarchical structure, from a source language (L1) to a new language...

Shin Yamaguchi, Masaya Taniguchi, Tatsuki Kuribayashi et al. · 0 citations