Rustem Izmailov

KyrgyzLLM-Bench: Benchmarking Kyrgyz Language Understanding

This work reports the first systematic and large-scale evaluation of LLMs in Kyrgyz using the KyrgyzLLM-Bench benchmark suite, evaluating 26 open- and closed-source LLMs under zero-shot and few-shot settings, and analyzing model performance, cross-lingual transfer, and the impact of translation artifacts on evaluation reliability.