Mikhail Burtsev

Orcid: 0000-0003-1614-1695

Affiliations:
  • London Institute for Mathematical Sciences (LIMS), London, UK
  • Artificial Intelligence Research Institute, Moscow, Russia
  • Moscow Institute of Physics and Technology, Dolgoprudny, Russia


According to our database1, Mikhail Burtsev authored at least 52 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Associative Recurrent Memory Transformer.
CoRR, 2024

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents.
CoRR, 2024

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack.
CoRR, 2024

In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss.
CoRR, 2024

Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification.
CoRR, 2023

Scaling Transformer to 1M tokens and beyond with RMT.
CoRR, 2023

Uncertainty Guided Global Memory Improves Multi-Hop Question Answering.
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.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DeepPavlov Dream: Platform for Building Generative AI Assistants.
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.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
A review of neural architecture search.
Neurocomputing, 2022

Collecting Interactive Multi-modal Datasets for Grounded Language Understanding.
CoRR, 2022

Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions.
CoRR, 2022

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

Knowledge Distillation of Russian Language Models with Reduction of Vocabulary.
CoRR, 2022

Complexity of symbolic representation in working memory of Transformer correlates with the complexity of a task.
Cogn. Syst. Res., 2022

Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

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

Attention Understands Semantic Relations.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Active Learning for Abstractive Text Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Uncertainty Estimation of Transformer Predictions for Misclassification Detection.
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.
CoRR, 2021

Multi-Stream Transformers.
CoRR, 2021

Short Text Clustering with Transformers.
CoRR, 2021



Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
ConvAI3: Generating Clarifying Questions for Open-Domain Dialogue Systems (ClariQ).
CoRR, 2020

Memory Transformer.
CoRR, 2020

Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker.
CoRR, 2020

Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source.
AI Mag., 2020

2019
Loss Landscape Sightseeing with Multi-Point Optimization.
CoRR, 2019

Continual and Multi-task Reinforcement Learning With Shared Episodic Memory.
CoRR, 2019

The Second Conversational Intelligence Challenge (ConvAI2).
CoRR, 2019

2018

2017
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition.
CoRR, 2017

Search-Oriented Conversational AI (SCAI).
Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

2016
Functional Systems Network Outperforms Q-learning in Stochastic Environment.
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

Modeling of Mechanism of Plan Formation by New Caledonian Crows.
Proceedings of the 7th Annual International Conference on Biologically Inspired Cognitive Architectures, 2016

2014
Evolution, Development and Learning with Predictor Neural Networks.
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.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Neuroevolution Results in Emergence of Short-Term Memory for Goal-Directed Behavior
CoRR, 2012

2008
Learning drives the accumulation of adaptive complexity in simulated evolution.
Proceedings of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

Basic Principles of Adaptive Learning through Variation and Selection.
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.
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.
Proceedings of the Anticipatory Behavior in Adaptive Learning Systems, 2006

2005
Artificial Life Meets Anthropology: A Case of Aggression in Primitive Societies.
Proceedings of the Advances in Artificial Life, 8th European Conference, 2005

2004
Tracking the Trajectories of Evolution.
Artif. Life, 2004

2003
Measuring the Dynamics of Artificial Evolution.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

2001
Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior
CoRR, 2001

Model of Evolutionary Emergence of Purposeful Adaptive Behavior. The Role of Motivation.
Proceedings of the Advances in Artificial Life, 6th European Conference, 2001


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