Mikhail Burtsev
19 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Natural Language Processing
(14)
Artificial Intelligence
(10)
Core AI
(10)
Deep Learning
(7)
Machine Learning
(7)
Applications
(7)
Generation
(7)
Core Methods
(3)
Optimization & Theory
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Resources & Methods
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Knowledge & Reasoning
(2)
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Learning Types Β· Deep Learning
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Learning Types Β· Machine Learning
(2)
Keywords
dialogue system
(4)
large language model
(4)
knowledge graph
(3)
uncertainty estimation
(3)
named entity recognition
(2)
context length
(2)
recurrent memory
(2)
conversational ai
(2)
knowledge graph construction
(2)
conversational agent
(2)
ontology alignment
(2)
long-term dependency
(2)
triplet extraction
(2)
relation extraction
(2)
language modeling
(1)
text generation
(1)
epistemic uncertainty
(1)
prompt engineering
(1)
uncertainty quantification
(1)
embedding space
(1)
Papers
Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology
AAAI 2026
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models
EACL 2026
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
IJCAI 2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity
ACL 2025
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
NeurIPS 2024
Beyond Attention: Breaking the Limits of Transformer Context Length with Recurrent Memory
AAAI 2024
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification
ACL 2024
Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information
EMNLP 2023
DeepPavlov Dream: Platform for Building Generative AI Assistants
ACL 2023
Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks
ACL 2023
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering
EMNLP 2023
Active Learning for Abstractive Text Summarization
EMNLP 2022
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes
NeurIPS 2022
Recurrent Memory Transformer
NeurIPS 2022
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
ACL 2022
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
EMNLP 2021
Discourse-Driven Integrated Dialogue Development Environment for Open-Domain Dialogue Systems
EMNLP 2021
DeepPavlov: Open-Source Library for Dialogue Systems
ACL 2018
Proceedings of the 2018 EMNLP Workshop SCAI: The 2nd International Workshop on Search-Oriented Conversational AI
EMNLP 2018