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Masaya Taniguchi

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#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

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