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When English Rewrites Local Knowledge: Global Narrative Dominance in Large Language Models

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arXiv:2605. 30481v1 Announce Type: new Abstract: Large language models (LLMs) are widely used as cross-lingual knowledge interfaces.

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Authors: Md Arid Hasan, Ruwad Naswan, Farhan Samir, Sharifa Sultana, Syed Ishtiaque Ahmed
Released: 2026-06-01 (1mo ago)
Topic: Related to current project
Relation to my work: Read next because When English Rewrites Local Knowledge: Global Narrative Dominance in Large Language Models overlaps with clean result "LoRA persona trained on <A> alone emits <B> at 23.5% when a co-trained partner learns <A>...<B>, vs 0% control on Qwen2.5-7B-Instruct (MODERATE confidence)", clean result "Leakage rate is a usable signal for recovering trigger-shaped phrases on Gaperon-1125-1B without knowing the hidden trigger itself (MODERATE confidence)", clean result "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander directives the model was never trained on, absent under same-language SFT (LOW confidence)". Matching terms: text, eval, source, rate, does, contexts, language, model. Source: arxiv cs.CL (NLP).
arXiv: 2605.30481

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