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arXiv3h ago
3.9

Multilingual Language Models Encode Script Over Linguistic Structure

Aastha A K Verma, Anwoy Chatterjee, Mehak Gupta, Tanmoy Chakraborty

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Analysis

Viral velocity
low
Implementation gapYES
Novelty3/10
Categorydiscussion
Topics
multimodalinference

Opportunity Brief

Build a visualization tool that maps embedding clusters of multilingual models by script versus language identity. This helps developers pick the right model for low-resource languages.

Suggested repo: script-map

"Are your multilingual models seeing languages or just fonts?"

Estimated effort: 20h