Mikhail S. Burtsev

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 31

Top Topics

Dialogue System

Episodic Memory

Symbolic Representation

Top Venues

Publications

Alla Chepurova, Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information. CoRR (2023)
Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev
Scaling Transformer to 1M tokens and beyond with RMT. CoRR (2023)
Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev
Recurrent Memory Transformer. CoRR (2022)
Alina Kolesnikova, Yuri Kuratov, Vasily Konovalov, Mikhail S. Burtsev
Knowledge Distillation of Russian Language Models with Reduction of Vocabulary. CoRR (2022)
Dilyara Baymurzina, Eugene A. Golikov, Mikhail S. Burtsev
A review of neural architecture search. Neurocomputing 474 (2022)
Julia Kiseleva, Alexey Skrynnik, Artem Zholus, Shrestha Mohanty, Negar Arabzadeh, Marc-Alexandre Côté, Mohammad Aliannejadi, Milagro Teruel, Ziming Li, Mikhail S. Burtsev, Maartje ter Hoeve, Zoya Volovikova, Aleksandr I. Panov, Yuxuan Sun, Kavya Srinet, Arthur Szlam, Ahmed Hassan Awadallah
IGLU 2022: Interactive Grounded Language Understanding in a Collaborative Environment at NeurIPS 2022. CoRR (2022)
Shrestha Mohanty, Negar Arabzadeh, Milagro Teruel, Yuxuan Sun, Artem Zholus, Alexey Skrynnik, Mikhail S. Burtsev, Kavya Srinet, Aleksandr Panov, Arthur Szlam, Marc-Alexandre Côté, Julia Kiseleva
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding. CoRR (2022)
Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail S. Burtsev
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. NeurIPS (2022)
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail S. Burtsev, Alexey Skrynnik, Artem Zholus, Aleksandr I. Panov, Kavya Srinet, Arthur Szlam, Yuxuan Sun, Marc-Alexandre Côté, Katja Hofmann, 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. CoRR (2022)
Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev
Recurrent Memory Transformer. NeurIPS (2022)
Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail S. Burtsev
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes. CoRR (2022)
Alsu Sagirova, Mikhail S. Burtsev
Complexity of symbolic representation in working memory of Transformer correlates with the complexity of a task. Cogn. Syst. Res. 75 (2022)
Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre Côté, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, Ahmed Hassan Awadallah, Aleksandr Panov, Mikhail S. Burtsev, Julia Kiseleva
Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions. CoRR (2022)
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeffrey Dalton, Mikhail S. Burtsev
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. CoRR (2021)
Leonid Pugachev, Mikhail S. Burtsev
Short Text Clustering with Transformers. CoRR (2021)
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail S. Burtsev
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions. EMNLP (1) (2021)
Mikhail S. Burtsev, Anna Rumshisky
Multi-Stream Transformers. CoRR (2021)
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail S. 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)
Julia Kiseleva, Ziming Li, Mohammad Aliannejadi, Shrestha Mohanty, Maartje ter Hoeve, Mikhail S. 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 (2021)
Mohammad Aliannejadi, Julia Kiseleva, Aleksandr Chuklin, Jeff Dalton, Mikhail S. Burtsev
ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ). CoRR (2020)
Pavel Gulyaev, Eugenia Elistratova, Vasily Konovalov, Yuri Kuratov, Leonid Pugachev, Mikhail S. Burtsev
Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker. CoRR (2020)
Mikhail S. Burtsev, Grigory V. Sapunov
Memory Transformer. CoRR (2020)
Mikhail S. Burtsev, Varvara Logacheva
Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source. AI Mag. 41 (3) (2020)
Ivan Skorokhodov, Mikhail S. Burtsev
Loss Landscape Sightseeing with Multi-Point Optimization. CoRR (2019)
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 Williams, Joelle Pineau, Mikhail S. Burtsev, Jason Weston
The Second Conversational Intelligence Challenge (ConvAI2). CoRR (2019)
Artyom Y. Sorokin, Mikhail S. Burtsev
Continual and Multi-task Reinforcement Learning With Shared Episodic Memory. CoRR (2019)
Mikhail S. 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)
Mikhail S. Burtsev, Aleksandr Chuklin, Julia Kiseleva, Alexey Borisov
Search-Oriented Conversational AI (SCAI). ICTIR (2017)
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 (2017)
Artyom Y. Sorokin, Mikhail S. Burtsev
Functional Systems Network Outperforms Q-learning in Stochastic Environment. BICA (2016)
Vladimir G. Red'ko, Mikhail S. Burtsev
Modeling of Mechanism of Plan Formation by New Caledonian Crows. BICA (2016)
Konstantin Lakhman, Mikhail S. Burtsev
Evolution, Development and Learning with Predictor Neural Networks. ALIFE (2014)
Konstantin Lakhman, Mikhail S. Burtsev
Neuroevolution results in emergence of short-term memory in multi-goal environment. GECCO (2013)
Konstantin Lakhman, Mikhail S. Burtsev
Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior CoRR (2012)
Mikhail S. Burtsev, Konstantin V. Anokhin, Patrick Bateson
Learning drives the accumulation of adaptive complexity in simulated evolution. ALIFE (2008)
Mikhail S. Burtsev
Basic Principles of Adaptive Learning through Variation and Selection. ALIFE (2008)
Svetlana Krivenko, Mikhail S. Burtsev
Simulation of the Evolution of Aging: Effects of Aggression and Kin-Recognition. ECAL (2007)
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)
Mikhail S. Burtsev
Artificial Life Meets Anthropology: A Case of Aggression in Primitive Societies. ECAL (2005)
Mikhail S. Burtsev
Tracking the Trajectories of Evolution. Artif. Life 10 (4) (2004)
Mikhail S. Burtsev
Measuring the Dynamics of Artificial Evolution. ECAL (2003)
Mikhail S. Burtsev, Vladimir G. Red'ko, Roman V. Gusarev
Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior CoRR (2001)
Mikhail S. Burtsev, Vladimir G. Red'ko, Roman V. Gusarev
Model of Evolutionary Emergence of Purposeful Adaptive Behavior. The Role of Motivation. ECAL (2001)