M. Burtsev

Most-cited papers

The Second Conversational Intelligence Challenge (ConvAI2)
Emily Dinan, V. Logacheva, Valentin Malykh, Alexander H. Miller +13 more
2019The NeurIPS '18 Competition409 citations Open access
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Attitude Change
D. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
2007395 citations
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BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
Yuri Kuratov, A. Bulatov, Petr Anokhin, I. Rodkin +3 more
2024Neural Information Processing Systems299 citations
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Recurrent Memory Transformer
A. Bulatov, Yuri Kuratov, M. Burtsev
2022Neural Information Processing Systems264 citations Open access
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Assessment for learning
D. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
2018The Essential Guide to Classroom Practice242 citations
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Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton +1 more
2021Conference on Empirical Methods in Natural Language Processing142 citations Open access
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AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, D. Evseev +3 more
2024International Joint Conference on Artificial Intelligence125 citations
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Scaling Transformer to 1M tokens and beyond with RMT
A. Bulatov, Yuri Kuratov, Y. Kapushev, M. Burtsev
2023arXiv.org118 citations Open access
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ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ)
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton +1 more
2020arXiv.org117 citations
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Advanced Distributed Learning
D. Rumbaugh, J. King, M. Beran, D. Washburn +180 more
2012115 citations
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Memory Transformer
M. Burtsev, Grigory V. Sapunov
2020arXiv.org107 citations
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A review of neural architecture search
D. Baymurzina, E. Golikov, M. Burtsev
2021Neurocomputing106 citations
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ABSTRACTION
D. Rumbaugh, James E. King, M. J. Beran, David A. Washburn +180 more
2004A Hacker Manifesto85 citations
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Evolution of cooperative strategies from first principles
M. Burtsev, P. Turchin
2006Nature84 citations
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In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss
Yuri Kuratov, A. Bulatov, Petr Anokhin, Dmitry Sorokin +2 more
2024arXiv.org53 citations
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A new design for a green calcium indicator with a smaller size and a reduced number of calcium-binding sites
N. Barykina, O. Subach, D. A. Doronin, V. Sotskov +13 more
2016Scientific Reports48 citations Open access
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Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition
L. T. Anh, M. Y. Arkhipov, M. Burtsev
201740 citations
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Adaptive Learning Systems
D. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
201740 citations
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Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021
Julia Kiseleva, Zi-Ming Li, Mohammad Aliannejadi, Shrestha Mohanty +17 more
2022Neural Information Processing Systems38 citations Open access
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Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity
Yuri Kuratov, M. Arkhipov, A. Bulatov, M. Burtsev
2025Annual Meeting of the Association for Computational Linguistics31 citations
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Theory of functional systems, adaptive critics and neural networks
V. Red'ko, D. Prokhorov, M. Burtsev
20042004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)31 citations
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Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory
A. Bulatov, Yuri Kuratov, Y. Kapushev, M. Burtsev
2024AAAI Conference on Artificial Intelligence26 citations Open access
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IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty +13 more
2022arXiv.org24 citations Open access
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Attention Training
Duane M. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
2020Encyclopedia of Personality and Individual Differences24 citations
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ConvAI Dataset of Topic-Oriented Human-to-Chatbot Dialogues
V. Logacheva, M. Burtsev, Valentin Malykh, V. Polulyakh +1 more
201822 citations
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The effects of instructor immediacy and student cohesiveness on affective and cognitive learning in the online classroom
Duane M. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
200122 citations
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Search-Oriented Conversational AI (SCAI)
M. Burtsev, Aleksandr Chuklin, Julia Kiseleva, Alexey Borisov
2017International Conference on the Theory of Information Retrieval18 citations
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NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment
Julia Kiseleva, Zi-Ming Li, Mohammad Aliannejadi, Shrestha Mohanty +11 more
2021arXiv.org17 citations
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Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker
P. Gulyaev, E. Elistratova, Vasily Konovalov, Yuri Kuratov +2 more
2020arXiv.org17 citations
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Associative Recurrent Memory Transformer
I. Rodkin, Yuri Kuratov, A. Bulatov, M. Burtsev
2024arXiv.org16 citations
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Collecting Interactive Multi-modal Datasets for Grounded Language Understanding
Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun +8 more
2022arXiv.org16 citations Open access
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Adaptive functional systems: learning with chaos.
Maxim Komarov, Grigory V. Osipov, M. Burtsev
2010Chaos16 citations
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The First Conversational Intelligence Challenge
M. Burtsev, V. Logacheva, Valentin Malykh, I. Serban +5 more
201815 citations
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Project "Animat Brain": Designing the Animat Control System on the Basis of the Functional Systems Theory
V. Red'ko, K. Anokhin, M. Burtsev, A. Manolov +3 more
2007SAB ABiALS15 citations
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Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes
A. Sorokin, N. Buzun, Leonid Pugachev, M. Burtsev
2022Neural Information Processing Systems14 citations Open access
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Short Text Clustering with Transformers
Leonid Pugachev, M. Burtsev
2021arXiv.org14 citations Open access
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ConvAI2 Dataset of Non-goal-Oriented Human-to-Bot Dialogues
V. Logacheva, Valentin Malykh, Aleksey Litinsky, M. Burtsev
201914 citations
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Knowledge Distillation of Russian Language Models with Reduction of Vocabulary
A. Kolesnikova, Yuri Kuratov, Vasily Konovalov, M. Burtsev
2022Computational Linguistics and Intellectual Technologies13 citations Open access
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Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty +22 more
2021Neural Information Processing Systems13 citations
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Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification
Alla Chepurova, Yuri Kuratov, A. Bulatov, M. Burtsev
2024Workshop on Graph-based Methods for Natural Language Processing12 citations Open access
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Aptitude-Treatment Interaction
Duane M. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
2022The SAGE Encyclopedia of Research Design12 citations
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Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions
Alexey Skrynnik, Z. Volovikova, Marc-Alexandre Côté, Anton Voronov +8 more
2022arXiv.org12 citations Open access
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Memory transformer with hierarchical attention for long document processing
Arij Al Adel, M. Burtsev
20212021 International Conference Engineering and Telecommunication (En&T)12 citations
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SRMT: Shared Memory for Multi-agent Lifelong Pathfinding
Alsu Sagirova, Yuri Kuratov, M. Burtsev
2025arXiv.org11 citations
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Limitations of Normalization in Attention Mechanism
Timur Mudarisov, M. Burtsev, Tatiana Petrova, Radu State
2025Neural Information Processing Systems11 citations
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Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models
Alla Chepurova, A. Bulatov, Y. Kuratov, M. Burtsev
2025Conference of the European Chapter of the Association for Computational Linguistics11 citations
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Measuring the Dynamics of Artificial Evolution
M. Burtsev
2003European Conference on Artificial Life11 citations
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Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source
M. Burtsev, V. Logacheva
2020The AI Magazine10 citations Open access
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Attributional Style
Duane M. Rumbaugh, J. King, M. J. Beran, David A. Washburn +180 more
2020Encyclopedia of Personality and Individual Differences9 citations
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Tracking the Trajectories of Evolution
M. Burtsev
2004Artificial Life8 citations Open access
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