Mikhail Burtsev

According to our database, Mikhail Burtsev authored at least 49 papers between 2001 and 2024.

Collaborative distances:

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

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

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

Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification.

Dmitry Karpov, Mikhail Burtsev

CoRR, 2023

Scaling Transformer to 1M tokens and beyond with RMT.

Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev

CoRR, 2023

Uncertainty Guided Global Memory Improves Multi-Hop Question Answering.

Alsu Sagirova, Mikhail Burtsev

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

DeepPavlov Dream: Platform for Building Generative AI Assistants.

Diliara Zharikova, Daniel Kornev, Fedor Ignatov, Maxim Talimanchuk, Dmitry Evseev, Ksenya Petukhova, Veronika Smilga, Dmitry Karpov, Yana Shishkina, Dmitry Kosenko, Mikhail Burtsev

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks.

Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun, Alexander Panchenko, Maxim Panov, Mikhail Burtsev, Artem Shelmanov

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

A review of neural architecture search.

Dilyara Baymurzina, Eugene A. Golikov, Mikhail Burtsev

Neurocomputing, 2022

Collecting Interactive Multi-modal Datasets for Grounded Language Understanding.

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

CoRR, 2022

Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions.

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

CoRR, 2022

IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022.

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

CoRR, 2022

Knowledge Distillation of Russian Language Models with Reduction of Vocabulary.

Alina Kolesnikova, Yuri Kuratov, Vasily Konovalov, Mikhail Burtsev

CoRR, 2022

Complexity of symbolic representation in working memory of Transformer correlates with the complexity of a task.

Alsu Sagirova, Mikhail Burtsev

Cogn. Syst. Res., 2022

Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes.

Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev

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

Attention Understands Semantic Relations.

Anastasia Chizhikova, Sanzhar Murzakhmetov, Oleg Serikov, Tatiana Shavrina, Mikhail Burtsev

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Active Learning for Abstractive Text Summarization.

Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Uncertainty Estimation of Transformer Predictions for Misclassification Detection.

Artem Vazhentsev, Gleb Kuzmin, Artem Shelmanov, Akim Tsvigun, Evgenii Tsymbalov, Kirill Fedyanin, Maxim Panov, Alexander Panchenko, Gleb Gusev, Mikhail Burtsev, Manvel Avetisian, Leonid Zhukov

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment.

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

CoRR, 2021

Multi-Stream Transformers.

Mikhail Burtsev, Anna Rumshisky

CoRR, 2021

Short Text Clustering with Transformers.

Leonid Pugachev, Mikhail Burtsev

CoRR, 2021

Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition.

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

Proceedings of the NeurIPS 2022 Competition Track, 2021

Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021.

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

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions.

Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).

Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail Burtsev

CoRR, 2020

Memory Transformer.

Mikhail S. Burtsev, Grigory V. Sapunov

CoRR, 2020

Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker.

Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail Burtsev

CoRR, 2020

Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source.

Mikhail Burtsev, Varvara Logacheva

AI Mag., 2020

2019

Loss Landscape Sightseeing with Multi-Point Optimization.

Ivan Skorokhodov, Mikhail Burtsev

CoRR, 2019

Continual and Multi-task Reinforcement Learning With Shared Episodic Memory.

Artyom Y. Sorokin, Mikhail S. Burtsev

CoRR, 2019

The Second Conversational Intelligence Challenge (ConvAI2).

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

CoRR, 2019

2018

DeepPavlov: Open-Source Library for Dialogue Systems.

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

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition.

Anh Le The, Mikhail Y. Arkhipov, Mikhail S. Burtsev

CoRR, 2017

Search-Oriented Conversational AI (SCAI).

Mikhail Burtsev, Aleksandr Chuklin, Julia Kiseleva, Alexey Borisov

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

2016

Functional Systems Network Outperforms Q-learning in Stochastic Environment.

Artyom Y. Sorokin, Mikhail S. Burtsev

Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

Modeling of Mechanism of Plan Formation by New Caledonian Crows.

Vladimir G. Red'ko, Mikhail S. Burtsev

Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2014

Evolution, Development and Learning with Predictor Neural Networks.

Konstantin Lakhman, Mikhail Burtsev

Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014

2013

Neuroevolution results in emergence of short-term memory in multi-goal environment.

Konstantin Lakhman, Mikhail Burtsev

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior

Konstantin Lakhman, Mikhail Burtsev

CoRR, 2012

2008

Learning drives the accumulation of adaptive complexity in simulated evolution.

Mikhail Burtsev, Konstantin V. Anokhin, Patrick Bateson

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

Basic Principles of Adaptive Learning through Variation and Selection.

Mikhail S. Burtsev

Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007

Simulation of the Evolution of Aging: Effects of Aggression and Kin-Recognition.

Svetlana Krivenko, Mikhail Burtsev

Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

2006

Project "Animat Brain": Designing the Animat Control System on the Basis of the Functional Systems Theory.

Vladimir G. Red'ko, Konstantin V. Anokhin, Mikhail S. Burtsev, Alexander I. Manolov, Oleg P. Mosalov, Valentin A. Nepomnyashchikh, Danil V. Prokhorov

Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006

2005

Artificial Life Meets Anthropology: A Case of Aggression in Primitive Societies.

Mikhail S. Burtsev

Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

2004

Tracking the Trajectories of Evolution.

Mikhail S. Burtsev

Artif. Life, 2004

2003

Measuring the Dynamics of Artificial Evolution.

Mikhail S. Burtsev

Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

2001

Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior

Mikhail S. Burtsev, Vladimir G. Red'ko, Roman V. Gusarev

CoRR, 2001

Model of Evolutionary Emergence of Purposeful Adaptive Behavior. The Role of Motivation.

Mikhail S. Burtsev, Vladimir G. Red'ko, Roman V. Gusarev

Proceedings of the Advances in Artificial Life, 6th European Conference, 2001