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Our scientists are looking for answers to the most complex and interesting challenges that our society and science face. They share the results of their work in well-known journals and at conferences.

Vintix: Action Model via In-Context Reinforcement Learning

07/13/2025

ICML

Vintix: Action Model via In-Context Reinforcement Learning

Andrei Polubarov, Nikita Lyubaykin, Alexander Derevyagin, Ilya Zisman, Denis Tarasov, Alexander Nikulin, Vladislav Kurenkov

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680 publications

Atherosclerosis

Clopidogrel associated with reduced risk of atrial fibrillation

Olga Shahmatova, Dmitrii Kriukov, Artem Shelmanov, Daniil Larionov, Nikita Khromov, Elizaveta Panchenko, Dmitry Dylov

SOURCE

SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection

Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Seid Muhie Yimam, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine De Kock, Tadesse Destaw Belay, Ibrahim Said Ahmad, Nirmal Surange, Daniela Teodorescu, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino Ali, Vladimir Araujo, Abinew Ali Ayele, Oana Ignat, Alexander Panchenko, Yi Zhou, Saif M. Mohammad

SOURCE

How to Compare Things Properly? A Study of Argument Relevance in Comparative Question Answering.

Irina Nikishina, Saba Anwar, Nikolay Dolgov, Maria Manina, Daria Ignatenko, Artem Shelmanov, Chris Biemann

SOURCE

Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications

Irina Brodskaya, Elena Tutubalina, Oleg Somov

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Journal of Neural Engineering

A reliable and reproducible real-time access to sensorimotor rhythm with a small number of optically pumped magnetometers

Nikita Fedosov, Daria Medvedeva, Oleg Shevtsov, Alexey Ossadtchi

SOURCE

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages

Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin, Jan Philip Wahle, Terry Ruas, Meriem Beloucif, Christine De Kock, Nirmal Surange, Daniela Teodorescu, Ibrahim Said Ahmad, David Ifeoluwa Adelani, Alham Fikri Aji, Felermino DMA Ali, Ilseyar Alimova, Vladimir Araujo, Nikolay Babakov, Naomi Baes, Ana-Maria Bucur, Andiswa Bukula, Guanqun Cao, Rodrigo Tufino Cardenas, Rendi Chevi, Chiamaka Ijeoma Chukwuneke, Alexandra Ciobotaru, Daryna Dementieva, Murja Sani Gadanya, Robert Geislinger, Bela Gipp, Oumaima Hourrane, Oana Ignat, Falalu Ibrahim Lawan, Rooweither Mabuya, Rahmad Mahendra, Vukosi Marivate, Andrew Piper, Alexander Panchenko, Charles Henrique Porto Ferreira, Vitaly Protasov, Samuel Rutunda, Manish Shrivastava, Aura Cristina Udrea, Lilian Diana Awuor Wanzare, Sophie Wu, Florian Valentin Wunderlich, Hanif Muhammad Zhafran, Tianhui Zhang, Yi Zhou, Saif M. Mohammad

SOURCE

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home

Viktor Moskvoretskii, Maria Lysyuk, Mikhail Salnikov, Nikolay Ivanov, Sergey Pletenev, Daria Galimzianova, Nikita Krayko, Vasily Konovalov, Irina Nikishina, Alexander Panchenko

SOURCE

Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders

Kristian Kuznetsov, Laida Kushnareva, Polina Druzhinina, Anton Razzhigaev, Anastasia Voznyuk, Irina Piontkovskaya, Evgeny Burnaev, Serguei Barannikov

SOURCE

Run LoRA Run: Faster and Lighter LoRA Implementations

Daria Cherniuk, Aleksandr Mikhalev, Ivan Oseledets

SOURCE

How to Compare Things Properly? A Study on Answering Comparative Questions using Argument Summarization

Irina Nikishina, Saba Anwar, Nikolay Dolgov, Maria Manina, Daria Ignatenko, Artem Shelmanov, Chris Biemann

SOURCE

ATGen: A Framework for Active Text Generation

Akim Tsvigun, Daniil Vasilev, Ivan Tsvigun, Ivan Lysenko, Talgat Bektleuov, Aleksandr Medvedev, Uliana Vinogradova, Nikita Severin, Mikhail Mozikov, Andrey Savchenko, Rostislav Grigorev, Ramil Kuleev, Fedor Zhdanov, Artem Shelmanov, Ilya Makarov

SOURCE

CLEAR: Character Unlearning in Textual and Visual Modalities

Alexey Dontsov, Dmitrii Korzh, Alexey Zhavoronkin, Boris Mikheev, Denis Bobkov, Aibek Alanov, Oleg Rogov, Ivan Oseledets, Elena Tutubalina

SOURCE

CrafText Benchmark: Advancing Language Grounding in Complex Multimodal Open-Ended World

Zoya Volovikova, Peter Kuderov, Grygory Gorbov, Alexander Panov, Alexey Skrynnik

SOURCE

AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment

Anastasia Ivanova, Eva Bakaeva, Zoya Volovikova, Alexey Kovalev, Alexander Panov

SOURCE

Scientific Reports

An iterative strategy to design 4-1BB agonist nanobodies de novo with generative AI models

Ivan Poddiakov, Dmitriy Umerenkov, Irina Shulcheva, Victoria Golovina, Vasilina Borisova, Irina Pozdnyakova-Filatova, Evgeniy Loktyushov, Galina Zubkova, Andrey Savchenko, Andrei Ulitin, Pavel Blinov

SOURCE

MatMuls are Enough for Efficient and Performant Linear-Time Attention

Andrew Argatkiny, Ilya Makarov

SOURCE

Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics

Maksim Bobrin, Ilya Zisman, Alexander Nikulin, Vladislav Kurenkov , Dmitry Dylov

SOURCE

Categorical Schrödinger Bridge Matching

Grigoriy Ksenofontov, Alexander Korotin

SOURCE