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AI Safety & AlignmentarXiv cs.CLPublished: Mar 30, 2026, 13:00 JST

New research reveals that multilingual NLP models lack cultural competence despite language coverage, requiring rethinking of benchmark design and data practices.

New research reveals that multilingual NLP models lack cultural competence despite language coverage, requiring rethinking of benchmark design and data practices.

A comprehensive synthesis of 50+ papers (2020-2026) shows multilingual capability doesn't guarantee cultural understanding in NLP systems

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