Text Mining for Evaluation of Candidates Based on Their CVs. - Maria Tikhonova (AIST (Supplement), 2019)

RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark. - Tatiana Shavrina; Alena Fenogenova; Anton A. Emelyanov; Denis Shevelev; Ekaterina Artemova; Valentin Malykh; Vladislav Mikhailov; Maria Tikhonova; Andrey Chertok; Andrey Evlampiev (EMNLP (1), 2020)

Continuous Prompt Tuning for Russian: How to Learn Prompts Efficiently with RuGPT3? - Nikita Konodyuk; Maria Tikhonova (AIST (Supplement), 2021)

MOROCCO: Model Resource Comparison Framework. - Valentin Malykh; Alexander Kukushkin; Ekaterina Artemova; Vladislav Mikhailov; Maria Tikhonova; Tatiana Shavrina (CoRR, 2021)

TAPE: Assessing Few-shot Russian Language Understanding. - Ekaterina Taktasheva; Alena Fenogenova; Denis Shevelev; Nadezhda Katricheva; Maria Tikhonova; Albina Akhmetgareeva; Oleg Zinkevich; Anastasiia Bashmakova; Svetlana Iordanskaia; Valentina Kurenshchikova; Alena Spiridonova; Ekaterina Artemova; et al. (EMNLP (Findings), 2022)

Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models. - Alena Fenogenova; Maria Tikhonova; Vladislav Mikhailov; Tatiana Shavrina; Anton A. Emelyanov; Denis Shevelev; Alexander Kukushkin; Valentin Malykh; Ekaterina Artemova (CoRR, 2022)

On the Way to Controllable Text Summarization in Russian. - Alena Dremina; Maria Tikhonova (AIST (Supplement), 2023)

Static, Dynamic, or Contextualized: What is the Best Approach for Discovering Semantic Shifts in Russian Media? - Veronika Nikonova; Maria Tikhonova (AIST, 2023)

A Family of Pretrained Transformer Language Models for Russian. - Dmitry Zmitrovich; Alexander Abramov; Andrey Kalmykov; Maria Tikhonova; Ekaterina Taktasheva; Danil Astafurov; Mark Baushenko; Artem Snegirev; Tatiana Shavrina; Sergey Markov; Vladislav Mikhailov; Alena Fenogenova (CoRR, 2023)

Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task. - Maria Tikhonova; Vladislav Mikhailov; Dina Pisarevskaya; Valentin Malykh; Tatiana Shavrina (Nat. Lang. Eng., 2023)

Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task - CORRIGENDUM. - Maria Tikhonova; Vladislav Mikhailov; Dina Pisarevskaya; Valentin Malykh; Tatiana Shavrina (Nat. Lang. Eng., 2023)

MERA: A Comprehensive LLM Evaluation in Russian. - Alena Fenogenova; Artem Chervyakov; Nikita Martynov; Anastasia Kozlova; Maria Tikhonova; Albina Akhmetgareeva; Anton A. Emelyanov; Denis Shevelev; Pavel Lebedev; Leonid Sinev; Ulyana Isaeva; Katerina Kolomeytseva; et al. (ACL (1), 2024)

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)

MERA: A Comprehensive LLM Evaluation in Russian. - Alena Fenogenova; Artem Chervyakov; Nikita Martynov; Anastasia Kozlova; Maria Tikhonova; Albina Akhmetgareeva; Anton A. Emelyanov; Denis Shevelev; Pavel Lebedev; Leonid Sinev; Ulyana Isaeva; Katerina Kolomeytseva; et al. (CoRR, 2024)

Long Input Benchmark for Russian Analysis. - Igor Churin; Murat Apishev; Maria Tikhonova; Denis Shevelev; Aydar Bulatov; Yuri Kuratov; Sergej Averkiev; Alena Fenogenova (CoRR, 2024)

The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design. - Artem Snegirev; Maria Tikhonova; Anna Maksimova; Alena Fenogenova; Alexander Abramov (CoRR, 2024)

mGPT: Few-Shot Learners Go Multilingual. - Oleh Shliazhko; Alena Fenogenova; Maria Tikhonova; Anastasia Kozlova; Vladislav Mikhailov; Tatiana Shavrina (Trans. Assoc. Comput. Linguistics, 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)

DRAGON: Dynamic RAG Benchmark On News. - Fedor Chernogorskii; Sergej Averkiev; Liliya Kudraleeva; Zaven Martirosian; Maria Tikhonova; Valentin Malykh; Alena Fenogenova (CoRR, 2025)