DaNetQA: A Yes/No Question Answering Dataset for the Russian Language. - Taisia Glushkova; Alexey Machnev; Alena Fenogenova; Tatiana Shavrina; Ekaterina Artemova; Dmitry I. Ignatov (AIST, 2020)

Read and Reason with MuSeRC and RuCoS: Datasets for Machine Reading Comprehension for Russian. - Alena Fenogenova; Vladislav Mikhailov; Denis Shevelev (COLING, 2020)

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)

Humans Keep It One Hundred: an Overview of AI Journey. - Tatiana Shavrina; Anton A. Emelyanov; Alena Fenogenova; Vadim Fomin; Vladislav Mikhailov; Andrey Evlampiev; Valentin Malykh; Vladimir Larin; Alex Natekin; Aleksandr Vatulin; Peter Romov; Daniil Anastasiev; et al. (LREC, 2020)

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)

RuCLIP - new models and experiments: a technical report. - Alex Shonenkov; Andrey Kuznetsov; Denis Dimitrov; Tatiana Shavrina; Daniil Chesakov; Anastasia Maltseva; Alena Fenogenova; Igor Pavlov; Anton A. Emelyanov; Sergey Markov; Daria Bakshandaeva; Vera Shybaeva; et al. (CoRR, 2022)

Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian. - Tatiana Shamardina; Vladislav Mikhailov; Daniil Cherniavskii; Alena Fenogenova; Marat Saidov; Anastasiya Valeeva; Tatiana Shavrina; Ivan Smurov; Elena Tutubalina; Ekaterina Artemova (CoRR, 2022)

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)

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)

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)

RuBLiMP: Russian Benchmark of Linguistic Minimal Pairs. - Ekaterina Taktasheva; Maxim Bazhukov; Kirill Koncha; Alena Fenogenova; Ekaterina Artemova; Vladislav Mikhailov (EMNLP, 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)

REPA: Russian Error Types Annotation for Evaluating Text Generation and Judgment Capabilities. - Alexander Pugachev; Alena Fenogenova; Vladislav Mikhailov; Ekaterina Artemova (CoRR, 2025)

Eye of Judgement: Dissecting the Evaluation of Russian-speaking LLMs with POLLUX. - Nikita Martynov; Anastasia Mordasheva; Dmitriy Gorbetskiy; Danil Astafurov; Ulyana Isaeva; Elina Basyrova; Sergey Skachkov; Victoria Berestova; Nikolay Ivanov; Valeriia Zanina; Alena Fenogenova (CoRR, 2025)

GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture. - Mamedov Valentin; Evgenii Kosarev; Gregory Leleytner; Ilya Shchuckin; Valeriy Berezovskiy; Daniil Smirnov; Dmitry Kozlov; Sergej Averkiev; Lukyanenko Ivan; Aleksandr Proshunin; Ainur Israfilova; Ivan Baskov; 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)

SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks. - Pavel Adamenko; Mikhail Ivanov; Aidar Valeev; Rodion Levichev; Pavel Zadorozhny; Ivan Lopatin; Dmitry Babayev; Alena Fenogenova; Valentin Malykh (CoRR, 2025)

MERA Code: A Unified Framework for Evaluating Code Generation Across Tasks. - Artem Chervyakov; Alexander Kharitonov; Pavel Zadorozhny; Adamenko Pavel; Rodion Levichev; Dmitrii Vorobev; Dmitrii Salikhov; Aidar Valeev; Alena Pestova; Maria Dziuba; Ilseyar Alimova; Artem Zavgorodnev; et al. (CoRR, 2025)