Alexander Chernyavskiy
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Core AI
(2)
Generation
(2)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Core Methods
(1)
Methods
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
discourse analysis
(2)
transformer architecture
(1)
multi-agent reinforcement learning
(1)
variational inequality
(1)
text classification
(1)
attention mechanism
(1)
conversational ai
(1)
question answering
(1)
dialogue generation
(1)
abstract meaning representation
(1)
heuristic search
(1)
markov chain
(1)
mirror descent
(1)
siamese neural network
(1)
tree structure
(1)
convergence guarantee
(1)
language model
(1)
evaluation protocol
(1)
multi-agent path finding
(1)
siamese network
(1)
Papers
Methods for Optimization Problems with Markovian Stochasticity and Non-Euclidean Geometry
AAAI 2026
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Pathfinding
ICLR 2025
GroundHog: Dialogue Generation using Multi-Grained Linguistic Input
EACL 2024
Unleashing the Power of Discourse-Enhanced Transformers for Propaganda Detection
EACL 2024
DSNDM: Deep Siamese Neural Discourse Model with Attention for Text Pairs Categorization and Ranking
EMNLP 2020