Vladimir Ivanov
4 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Architectures
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Clinical
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Science
(1)
Understanding
(1)
Keywords
text classification
(1)
neuromorphic computing
(1)
medical imaging
(1)
named entity recognition
(1)
cross-modal learning
(1)
token classification
(1)
spike-timing-dependent plasticity
(1)
multi-class classification
(1)
spiking neural network
(1)
latent variable
(1)
concept bottleneck
(1)
edge computing
(1)
pre-trained language model
(1)
concept bottleneck model
(1)
encoder-decoder model
(1)
multilingual language model
(1)
propaganda detection
(1)
transformer model
(1)
interpretable concept
(1)
liquid state machine
(1)
Papers
Cross-Modal Conceptualization in Bottleneck Models
EMNLP 2023
NamedEntityRangers at SemEval-2022 Task 11: Transformer-based Approaches for Multilingual Complex Named Entity Recognition
SemEval 2022
Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity
NeurIPS 2021
Inno at SemEval-2020 Task 11: Leveraging Pure Transfomer for Multi-Class Propaganda Detection
SemEval 2020