Qorǵau: Evaluating Safety in Kazakh-Russian Bilingual Contexts. - Maiya Goloburda; Nurkhan Laiyk; Diana Turmakhan; Yuxia Wang; Mukhammed Togmanov; Jonibek Mansurov; Askhat Sametov; Nurdaulet Mukhituly; Minghan Wang; Daniil Orel; Zain Muhammad Mujahid; Fajri Koto; et al. (ACL (Findings), 2025)

KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan. - Mukhammed Togmanov; Nurdaulet Mukhituly; Diana Turmakhan; Jonibek Mansurov; Maiya Goloburda; Akhmed Sakip; Zhuohan Xie; Yuxia Wang; Bekassyl Syzdykov; Nurkhan Laiyk; Alham Fikri Aji; Ekaterina Kochmar; et al. (ACL (1), 2025)

SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models. - Margaret Mitchell; Giuseppe Attanasio; Ioana Baldini; Miruna Clinciu; Jordan Clive; Pieter Delobelle; Manan Dey; Sil Hamilton; Timm Dill; Jad Doughman; Ritam Dutt; Avijit Ghosh; et al. (NAACL (Long Papers), 2025)

Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts. - Maiya Goloburda; Nurkhan Laiyk; Diana Turmakhan; Yuxia Wang; Mukhammed Togmanov; Jonibek Mansurov; Askhat Sametov; Nurdaulet Mukhituly; Minghan Wang; Daniil Orel; Zain Muhammad Mujahid; Fajri Koto; et al. (CoRR, 2025)

Llama-3.1-Sherkala-8B-Chat: An Open Large Language Model for Kazakh. - Fajri Koto; Rituraj Joshi; Nurdaulet Mukhituly; Yuxia Wang; Zhuohan Xie; Rahul Pal; Daniil Orel; Parvez Mullah; Diana Turmakhan; Maiya Goloburda; Mohammed Kamran; Samujjwal Ghosh; et al. (CoRR, 2025)

SPIRIT: Patching Speech Language Models against Jailbreak Attacks. - Amirbek Djanibekov; Nurdaulet Mukhituly; Kentaro Inui; Hanan Aldarmaki; Nils Lukas (CoRR, 2025)