Burtsev, Mikhail

The Second Conversational Intelligence Challenge (ConvAI2)

Dinan, E., Logacheva, V., Malykh, V., Miller, A., Shuster, K., Urbanek, J., Kiela, D., Szlam, A., Serban, I., Lowe, R., et al. (2019) · arXiv

Speech and dialogue systemsAI in Service Interactions

Cited by 355

GENA-LM: A Family of Open-Source Foundational DNA Language Models for Long Sequences

Fishman, V., Kuratov, Y., Shmelev, A., Petrov, M., Penzar, D., Shepelin, D., Chekanov, N., Kardymon, O., & Burtsev, M. (2023) · Nucleic Acids Research

Machine Learning in BioinformaticsGenomics and Phylogenetic Studies

Cited by 137

Recurrent Memory Transformer

Bulatov, A., Kuratov, Y., & Burtsev, M. S. (2022) · arXiv

Topic ModelingNeural Networks and Applications

Cited by 55

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

Kuratov, Y., Bulatov, A., Anokhin, P., Rodkin, I., Sorokin, D., Sorokin, A., & Burtsev, M. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 19

Memory Transformer

Burtsev, M. S., Kuratov, Y., Peganov, A., & Sapunov, G. V. (2020) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 19

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

Bulatov, A., Kuratov, Y., Kapushev, Y., & Burtsev, M. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Topic ModelingNatural Language Processing Techniques

Cited by 12

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents

Anokhin, P., Semenov, N., Sorokin, A., Evseev, D., Kravchenko, A., Burtsev, M., & Burnaev, E. (2024) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence in Games

Cited by 8

Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes

Sorokin, A., Buzun, N., Pugachev, L., & Burtsev, M. (2022) · arXiv

Memory and Neural MechanismsMemory Processes and Influences

Cited by 2

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Sagirova, A., Kuratov, Y., & Burtsev, M. (2025) · arXiv

Reinforcement Learning in RoboticsRobotic Path Planning Algorithms

Cited by 1

Associative Recurrent Memory Transformer

Rodkin, I., Kuratov, Y., Bulatov, A., & Burtsev, M. (2024) · arXiv

Topic ModelingMultimodal Machine Learning Applications

Cited by 0