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Home/Authors/Katharina Trinley

Katharina Trinley

1 indexed paper

Recent (6 mo)
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Publications per year

1
26

Top categories

NLP×1

Frequent co-authors

Daniil Gurgurov1×
Alan Saji1×
Josef van Genabith1×
Simon Ostermann1×

Research Timeline

2026
The Latin Substrate: How Language Models Represent and Mediate Script Choice

This paper investigates how LLMs handle multiple writing systems, finding that while they use shared latent representations, the model exhibits a structural bias that makes generating Latin script easier and more reliable than generating non-Latin scripts.

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Papers

cs.CLRecentMay 29, 2026

The Latin Substrate: How Language Models Represent and Mediate Script Choice

Daniil Gurgurov, Alan Saji, Katharina Trinley, Josef van Genabith +1 more

This paper investigates how LLMs handle multiple writing systems, finding that while they use shared latent representations, the model exhibits a structural bias that makes generating Latin script eas…

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