| 2026 | AAAI | Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology. | Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov |
| 2026 | ACL | Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling. | Ivan Rodkin, Daniil Orel, Konstantin Smirnov, Arman Bolatov, Bilal Elbouardi, Besher Hassan, Yuri Kuratov, Aydar Bulatov, Preslav Nakov, Timothy Baldwin, Artem Shelmanov, Mikhail Burtsev |
| 2026 | EACL | Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models. | Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov |
| 2025 | ACL | Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity. | Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov, Mikhail Burtsev |
| 2024 | AAAI | Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory. | Aydar Bulatov, Yuri Kuratov, Yermek Kapushev, Mikhail Burtsev |
| 2023 | EMNLP | Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. | Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev |