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ORCIDMikhail Burtsev 0001
Person information
- unicode name: Михаил Бурцев
- affiliation: London Institute for Mathematical Sciences (LIMS), London, UK
- affiliation: Artificial Intelligence Research Institute, Moscow, Russia
- affiliation: Moscow Institute of Physics and Technology, Dolgoprudny, Russia
Other persons with the same name
- Mikhail Burtsev — disambiguation page
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2020 – today
- 2024
[c26]Aydar Bulatov, Yuri Kuratov, Yermek Kapushev, Mikhail Burtsev:
Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory. AAAI 2024: 17700-17708- [i30]Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev:
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss. CoRR abs/2402.10790 (2024) - [i29]Yuri Kuratov, Aydar Bulatov, Petr Anokhin, Ivan Rodkin, Dmitry Sorokin, Artyom Y. Sorokin, Mikhail Burtsev:
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack. CoRR abs/2406.10149 (2024) - [i28]Alsu Sagirova, Mikhail Burtsev:
Complexity of Symbolic Representation in Working Memory of Transformer Correlates with the Complexity of a Task. CoRR abs/2406.14213 (2024) - [i27]Petr Anokhin, Nikita Semenov, Artyom Y. Sorokin, Dmitry Evseev, Mikhail Burtsev, Evgeny Burnaev:
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents. CoRR abs/2407.04363 (2024) - [i26]Ivan Rodkin, Yuri Kuratov, Aydar Bulatov, Mikhail Burtsev:
Associative Recurrent Memory Transformer. CoRR abs/2407.04841 (2024) - 2023
- [c25]Diliara Zharikova, Daniel Kornev, Fedor Ignatov, Maxim Talimanchuk, Dmitry Evseev, Ksenya Petukhova, Veronika Smilga, Dmitry Karpov, Yana Shishkina, Dmitry Kosenko, Mikhail Burtsev:
DeepPavlov Dream: Platform for Building Generative AI Assistants. ACL (demo) 2023: 599-607 - [c24]Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun, Alexander Panchenko, Maxim Panov, Mikhail Burtsev, Artem Shelmanov:
Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks. ACL (1) 2023: 11659-11681 - [c23]Alsu Sagirova, Mikhail Burtsev:
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering. EMNLP 2023: 4317-4328 - [c22]Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev:
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. EMNLP (Findings) 2023: 5306-5316 - [i25]Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin
, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov:
Active Learning for Abstractive Text Summarization. CoRR abs/2301.03252 (2023) - [i24]Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev:
Scaling Transformer to 1M tokens and beyond with RMT. CoRR abs/2304.11062 (2023) - [i23]Dmitry Karpov, Mikhail Burtsev:
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification. CoRR abs/2306.07797 (2023) - [i22]Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev:
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. CoRR abs/2311.01326 (2023) - [i21]Alsu Sagirova, Mikhail Burtsev:
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering. CoRR abs/2311.18151 (2023) - 2022
- [j4]Alsu Sagirova, Mikhail Burtsev:
Complexity of symbolic representation in working memory of Transformer correlates with the complexity of a task. Cogn. Syst. Res. 75: 16-24 (2022) - [j3]Dilyara Baymurzina, Eugene A. Golikov, Mikhail Burtsev:
A review of neural architecture search. Neurocomputing 474: 82-93 (2022) - [c21]Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov:
Uncertainty Estimation of Transformer Predictions for Misclassification Detection. ACL (1) 2022: 8237-8252 - [c20]Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov:
Active Learning for Abstractive Text Summarization. EMNLP (Findings) 2022: 5128-5152 - [c19]Anastasia Chizhikova, Sanzhar Murzakhmetov, Oleg Serikov, Tatiana Shavrina, Mikhail Burtsev:
Attention Understands Semantic Relations. LREC 2022: 4040-4050 - [c18]Aydar Bulatov, Yuri Kuratov, Mikhail Burtsev:
Recurrent Memory Transformer. NeurIPS 2022 - [c17]Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev:
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. NeurIPS 2022 - [i20]Alina Kolesnikova, Yuri Kuratov, Vasily Konovalov, Mikhail Burtsev:
Knowledge Distillation of Russian Language Models with Reduction of Vocabulary. CoRR abs/2205.02340 (2022) - [i19]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:
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. CoRR abs/2205.02388 (2022) - [i18]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:
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022. CoRR abs/2205.13771 (2022) - [i17]Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev:
Recurrent Memory Transformer. CoRR abs/2207.06881 (2022) - [i16]Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev:
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes. CoRR abs/2207.13649 (2022) - [i15]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:
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions. CoRR abs/2211.00688 (2022) - [i14]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:
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding. CoRR abs/2211.06552 (2022) - 2021
- [c16]Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev:
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. EMNLP (1) 2021: 4473-4484 - [c15]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:
Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021. NeurIPS (Competition and Demos) 2021: 146-161 - [c14]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:
Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition. NeurIPS (Competition and Demos) 2021: 204-216 - [i13]Leonid Pugachev, Mikhail Burtsev:
Short Text Clustering with Transformers. CoRR abs/2102.00541 (2021) - [i12]Mikhail Burtsev, Anna Rumshisky:
Multi-Stream Transformers. CoRR abs/2107.10342 (2021) - [i11]Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton, Mikhail Burtsev:
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. CoRR abs/2109.05794 (2021) - [i10]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:
NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment. CoRR abs/2110.06536 (2021) - 2020
- [j2]Mikhail Burtsev, Varvara Logacheva:
Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source. AI Mag. 41(3): 18-27 (2020) - [i9]Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail Burtsev:
Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker. CoRR abs/2002.02450 (2020) - [i8]Mikhail S. Burtsev, Grigory V. Sapunov:
Memory Transformer. CoRR abs/2006.11527 (2020) - [i7]Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev:
ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ). CoRR abs/2009.11352 (2020)
2010 – 2019
- 2019
- [i6]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:
The Second Conversational Intelligence Challenge (ConvAI2). CoRR abs/1902.00098 (2019) - [i5]Artyom Y. Sorokin, Mikhail S. Burtsev:
Continual and Multi-task Reinforcement Learning With Shared Episodic Memory. CoRR abs/1905.02662 (2019) - [i4]Ivan Skorokhodov, Mikhail Burtsev:
Loss Landscape Sightseeing with Multi-Point Optimization. CoRR abs/1910.03867 (2019) - 2018
- [c13]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:
DeepPavlov: Open-Source Library for Dialogue Systems. ACL (4) 2018: 122-127 - [e1]Aleksandr Chuklin, Jeff Dalton, Julia Kiseleva, Alexey Borisov, Mikhail Burtsev:
Proceedings of the 2nd International Workshop on Search-Oriented Conversational AI, SCAI@EMNLP 2018, Brussels, Belgium, October 31, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-75-9 [contents] - 2017
- [c12]Mikhail Burtsev, Aleksandr Chuklin, Julia Kiseleva, Alexey Borisov:
Search-Oriented Conversational AI (SCAI). ICTIR 2017: 333-334 - [i3]Anh Le The, Mikhail Y. Arkhipov, Mikhail S. Burtsev:
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition. CoRR abs/1709.09686 (2017) - 2016
- [c11]Artyom Y. Sorokin, Mikhail S. Burtsev:
Functional Systems Network Outperforms Q-learning in Stochastic Environment. BICA 2016: 397-402 - [c10]Vladimir G. Red'ko, Mikhail S. Burtsev:
Modeling of Mechanism of Plan Formation by New Caledonian Crows. BICA 2016: 403-408 - 2014
- [c9]Konstantin Lakhman, Mikhail Burtsev:
Evolution, Development and Learning with Predictor Neural Networks. ALIFE 2014: 457-464 - 2013
- [c8]Konstantin Lakhman, Mikhail Burtsev:
Neuroevolution results in emergence of short-term memory in multi-goal environment. GECCO 2013: 703-710 - 2012
- [i2]Konstantin Lakhman, Mikhail Burtsev:
Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior. CoRR abs/1204.3221 (2012)
2000 – 2009
- 2008
- [c7]Mikhail S. Burtsev:
Basic Principles of Adaptive Learning through Variation and Selection. ALIFE 2008: 88-93 - [c6]Mikhail Burtsev, Konstantin V. Anokhin, Patrick Bateson:
Learning drives the accumulation of adaptive complexity in simulated evolution. ALIFE 2008: 756 - 2007
- [c5]Svetlana Krivenko, Mikhail Burtsev:
Simulation of the Evolution of Aging: Effects of Aggression and Kin-Recognition. ECAL 2007: 84-92 - 2006
- [c4]Vladimir G. Red'ko, Konstantin V. Anokhin, Mikhail S. Burtsev, Alexander I. Manolov, Oleg P. Mosalov, Valentin A. Nepomnyashchikh, Danil V. Prokhorov:
Project "Animat Brain": Designing the Animat Control System on the Basis of the Functional Systems Theory. SAB ABiALS 2006: 94-107 - 2005
- [c3]Mikhail S. Burtsev:
Artificial Life Meets Anthropology: A Case of Aggression in Primitive Societies. ECAL 2005: 655-664 - 2004
- [j1]Mikhail S. Burtsev:
Tracking the Trajectories of Evolution. Artif. Life 10(4): 397-411 (2004) - 2003
- [c2]Mikhail S. Burtsev:
Measuring the Dynamics of Artificial Evolution. ECAL 2003: 580-587 - 2001
- [c1]Mikhail S. Burtsev, Vladimir G. Red'ko, Roman V. Gusarev:
Model of Evolutionary Emergence of Purposeful Adaptive Behavior. The Role of Motivation. ECAL 2001: 413-416 - [i1]Mikhail S. Burtsev, Vladimir G. Red'ko, Roman V. Gusarev:
Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior. CoRR cs.NE/0110021 (2001)
Coauthor Index
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