Author

Daniil Gurgurov

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#natural language process... May 2026

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

Many languages are written in multiple scripts, requiring large language models (LLMs) to generate equivalent linguistic content in distinct orthographic forms. While prior work suggests that LLMs route information through shared latent representations, how they internally mediate script variation remains poorly unders...

Daniil Gurgurov, Alan Saji, Katharina Trinley et al. · arXiv.org · 0 citations

#natural language process... Preprint Sep 2026

Compositional Multilingual and Behavioral Attribute Steering

This study examines the compositionality of steering vectors for language and behavioral control in large language models. Focusing on language, jailbreak, and conciseness, we investigate whether additive, training-free composition of attribute steering vectors can preserve the intended steering effect of each attribut...

Hyunku Kang, Daniil Gurgurov, Tanja Baeumel et al. · 0 citations

#natural language process... Preprint Sep 2026

Separating Syntax from Language: A Mechanistic Account of Translation in Multilingual LLMs

It is shown that translation is even more modular than previously assumed and that the output language production in translation processes is actually further separable into a syntax and a surface language process.

M. Sonkin, Tanja Baeumel, Daniil Gurgurov et al. · 0 citations