A Family of Pretrained Transformer Language Models for Russian. - Dmitry Zmitrovich; Aleksandr Abramov; Andrey Kalmykov; Vitaly Kadulin; Maria Tikhonova; Ekaterina Taktasheva; Danil Astafurov; Mark Baushenko; Artem Snegirev; Tatiana Shavrina; Sergei S. Markov; Vladislav Mikhailov; et al. (LREC/COLING, 2024)

A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages. - Nikita Martynov; Mark Baushenko; Anastasia Kozlova; Katerina Kolomeytseva; Aleksandr Abramov; Alena Fenogenova (EACL (Findings), 2024)

The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design. - Artem Snegirev; Maria Tikhonova; Anna Maksimova; Alena Fenogenova; Aleksandr Abramov (NAACL (Long Papers), 2025)

MMTEB: Massive Multilingual Text Embedding Benchmark. - Kenneth C. Enevoldsen; Isaac Chung; Imene Kerboua; Márton Kardos; Ashwin Mathur; David Stap; Jay Gala; Wissam Siblini; Dominik Krzeminski; Genta Indra Winata; Saba Sturua; Saiteja Utpala; et al. (CoRR, 2025)

Compressed and Smooth Latent Space for Text Diffusion Modeling. - Viacheslav Meshchaninov; Egor Chimbulatov; Alexander Shabalin; Aleksandr Abramov; Dmitry Vetrov (CoRR, 2025)