Nikolaos Manginas
3 papers · 2020–2025 · 3 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
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(2)
Core Methods
(2)
Learning Types
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core AI
(1)
Optimization & Theory
(1)
Reasoning
(1)
Keywords
representation learning
(1)
hierarchical classification
(1)
temporal reasoning
(1)
multi-label classification
(1)
sequence classification
(1)
document classification
(1)
parameter efficiency
(1)
neuro-symbolic ai
(1)
symbolic automaton
(1)
end-to-end differentiable model
(1)
text similarity
(1)
differentiable model
(1)
layer-wise training
(1)
regulatory compliance
(1)
neural re-ranker
(1)
document-to-document information retrieval
(1)
date filtering
(1)
symbolic automata
(1)