Aydar Bulatov

According to our database, Aydar Bulatov authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent.

Yuri Kuratov, Matvey Kairov, Aydar Bulatov, Ivan Rodkin, Mikhail Burtsev

CoRR, March, 2026

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models.

Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology.

Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

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

CoRR, August, 2025

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

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

Associative Recurrent Memory Transformer.

Ivan Rodkin, Yuri Kuratov, Aydar Bulatov, Mikhail Burtsev

CoRR, 2024

In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss.

Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev

CoRR, 2024

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack.

Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory.

Aydar Bulatov, Yuri Kuratov, Yermek Kapushev, Mikhail Burtsev

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Scaling Transformer to 1M tokens and beyond with RMT.

Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev

CoRR, 2023

Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information.

Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Recurrent Memory Transformer.

Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022