Mikhail Burtsev

59 papers A* 7A 1B 1C 2Misc 1Journal 34Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent. CoRR Yuri Kuratov, Matvey Kairov, Aydar Bulatov, Ivan Rodkin, Mikhail Burtsev
2026	A*	`conf`	Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology. AAAI Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov
2026	—	`conf`	Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models. EACL (Volume 1: Long Papers) Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov
2025	A*	`conf`	AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. IJCAI Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Andrey Kravchenko, Mikhail Burtsev, Evgeny Burnaev
2025	J	`jnl`	Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling. CoRR Ivan Rodkin, Daniil Orel, Konstantin Smirnov, Arman Bolatov, Bilal Elbouardi, Besher Hassan, Yuri Kuratov, Aydar Bulatov, Preslav Nakov, Timothy Baldwin, Artem Shelmanov, Mikhail Burtsev
2025	—	`conf`	Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity. ACL (1) Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov, Mikhail Burtsev
2025	J	`jnl`	Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity. CoRR Yuri Kuratov, Mikhail Arkhipov, Aydar Bulatov, Mikhail Burtsev
2025	J	`jnl`	Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training. CoRR Artyom Y. Sorokin, Nazar Buzun, Alexander Anokhin, Oleg Inozemcev, Egor Vedernikov, Petr Anokhin, Mikhail Burtsev, Alexey Trushkov, Wenshuai Yin, Evgeny Burnaev
2025	J	`jnl`	SRMT: Shared Memory for Multi-agent Lifelong Pathfinding. CoRR Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev
2025	J	`jnl`	Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models. CoRR Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev
2024	J	`jnl`	AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. CoRR Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev
2024	J	`jnl`	Associative Learning and Active Inference. Neural Comput. Petr Anokhin, Artyom Y. Sorokin, Mikhail Burtsev, Karl J. Friston
2024	J	`jnl`	Associative Recurrent Memory Transformer. CoRR Ivan Rodkin, Yuri Kuratov, Aydar Bulatov, Mikhail Burtsev
2024	A*	`conf`	BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. NeurIPS Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
2024	J	`jnl`	BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. CoRR Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
2024	A*	`conf`	Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory. AAAI Aydar Bulatov, Yuri Kuratov, Yermek Kapushev, Mikhail Burtsev
2024	J	`jnl`	Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task. CoRR Alsu Sagirova, Mikhail Burtsev
2024	J	`jnl`	In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss. CoRR Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev
2023	J	`jnl`	Active Learning for Abstractive Text Summarization. CoRR Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov
2023	—	`conf`	Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. EMNLP (Findings) Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev
2023	J	`jnl`	Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. CoRR Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev
2023	—	`conf`	DeepPavlov Dream: Platform for Building Generative AI Assistants. ACL (demo) Diliara Zharikova, Daniel Kornev, Fedor Ignatov, Maxim Talimanchuk, Dmitry Evseev, Ksenya Petukhova, Veronika Smilga, Dmitry Karpov, Yana Shishkina, Dmitry Kosenko, Mikhail Burtsev
2023	—	`conf`	Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks. ACL (1) Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun, Alexander Panchenko, Maxim Panov, Mikhail Burtsev, Artem Shelmanov
2023	J	`jnl`	Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification. CoRR Dmitry Karpov, Mikhail Burtsev
2023	A*	`conf`	Uncertainty Guided Global Memory Improves Multi-Hop Question Answering. EMNLP Alsu Sagirova, Mikhail Burtsev
2023	J	`jnl`	Uncertainty Guided Global Memory Improves Multi-Hop Question Answering. CoRR Alsu Sagirova, Mikhail Burtsev
2022	J	`jnl`	A review of neural architecture search. Neurocomputing Dilyara Baymurzina, Eugene A. Golikov, Mikhail Burtsev
2022	—	`conf`	Active Learning for Abstractive Text Summarization. EMNLP (Findings) Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov
2022	B	`conf`	Attention Understands Semantic Relations. LREC Anastasia Chizhikova, Sanzhar Murzakhmetov, Oleg Serikov, Tatiana Shavrina, Mikhail Burtsev
2022	J	`jnl`	Collecting Interactive Multi-modal Datasets for Grounded Language Understanding. CoRR Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre Côté, Julia Kiseleva
2022	J	`jnl`	Complexity of symbolic representation in working memory of Transformer correlates with the complexity of a task. Cogn. Syst. Res. Alsu Sagirova, Mikhail Burtsev
2022	J	`jnl`	Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes. CoRR Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev
2022	A*	`conf`	Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. NeurIPS Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev
2022	J	`jnl`	IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022. CoRR Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Côté, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr I. Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah
2022	J	`jnl`	Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. CoRR Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Marc-Alexandre Côté, Katja Hofmann, Ahmed Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszádi, Michiel van der Meer, Taewoon Kim
2022	J	`jnl`	Knowledge Distillation of Russian Language Models with Reduction of Vocabulary. CoRR Alina Kolesnikova, Yuri Kuratov, Vasily Konovalov, Mikhail Burtsev
2022	J	`jnl`	Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions. CoRR Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre Côté, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, Ahmed Awadallah, Aleksandr Panov, Mikhail Burtsev, Julia Kiseleva
2022	A*	`conf`	Recurrent Memory Transformer. NeurIPS Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev
2022	—	`conf`	Uncertainty Estimation of Transformer Predictions for Misclassification Detection. ACL (1) Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov
2021	—	`conf`	Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. EMNLP (1) Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev
2021	J	`jnl`	Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. CoRR Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton, Mikhail Burtsev
2021	—	`conf`	Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. NeurIPS (Competition and Demos) Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Marc-Alexandre Côté, Ahmed Hassan Awadallah, Linar Abdrazakov, Igor Churin, Putra Manggala, Kata Naszádi, Michiel van der Meer, Taewoon Kim
2021	—	`conf`	Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition. NeurIPS (Competition and Demos) Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Côté, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Awadallah, Seungeun Rho, Taehwan Kwon, Daniel Wontae Nam, Felipe Bivort Haiek, Edwin Zhang, Linar Abdrazakov, Guo Qingyam, Jason Zhang, Zhibin Guo
2021	J	`jnl`	Multi-Stream Transformers. CoRR Mikhail Burtsev, Anna Rumshisky
2021	J	`jnl`	NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. CoRR Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Katja Hofmann, Michel Galley, Ahmed Hassan Awadallah
2021	J	`jnl`	Short Text Clustering with Transformers. CoRR Leonid Pugachev, Mikhail Burtsev
2020	J	`jnl`	ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ). CoRR Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev
2020	J	`jnl`	Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source. AI Mag. Mikhail Burtsev, Varvara Logacheva
2020	J	`jnl`	Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker. CoRR Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail Burtsev
2019	J	`jnl`	Loss Landscape Sightseeing with Multi-Point Optimization. CoRR Ivan Skorokhodov, Mikhail Burtsev
2019	J	`jnl`	The Second Conversational Intelligence Challenge (ConvAI2). CoRR Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston
2018	—	`conf`	DeepPavlov: Open-Source Library for Dialogue Systems. ACL (4) Mikhail Burtsev, Alexander V. Seliverstov, Rafael Airapetyan, Mikhail Y. Arkhipov, Dilyara Baymurzina, Nickolay Bushkov, Olga Gureenkova, Taras Khakhulin, Yuri Kuratov, Denis Kuznetsov, Alexey Litinsky, Varvara Logacheva, Alexey Lymar, Valentin Malykh, Maxim Petrov, Vadim Polulyakh, Leonid Pugachev, Alexey Sorokin, Maria Vikhreva, Marat Zaynutdinov
2018	—	`ed.`	Proceedings of the 2nd International Workshop on Search-Oriented Conversational AI, SCAI@EMNLP 2018, Brussels, Belgium, October 31, 2018 SCAI@EMNLP Aleksandr Chuklin, Jeff Dalton, Julia Kiseleva, Alexey Borisov, Mikhail Burtsev
2017	Misc	`conf`	Search-Oriented Conversational AI (SCAI). ICTIR Mikhail Burtsev, Aleksandr Chuklin, Julia Kiseleva, Alexey Borisov
2014	C	`conf`	Evolution, Development and Learning with Predictor Neural Networks. ALIFE Konstantin Lakhman, Mikhail Burtsev
2013	A	`conf`	Neuroevolution results in emergence of short-term memory in multi-goal environment. GECCO Konstantin Lakhman, Mikhail Burtsev
2012	J	`jnl`	Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior CoRR Konstantin Lakhman, Mikhail Burtsev
2008	C	`conf`	Learning drives the accumulation of adaptive complexity in simulated evolution. ALIFE Mikhail Burtsev, Konstantin V. Anokhin, Patrick Bateson
2007	—	`conf`	Simulation of the Evolution of Aging: Effects of Aggression and Kin-Recognition. ECAL Svetlana Krivenko, Mikhail Burtsev