Gabriele Ciravegna
9 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (14) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(27)
π
Interdisciplinary Bridge
ποΈ
Keyword Collector
(50)
Conferences
NIPS (3)
AAAI (2)
EMNLP (1)
ICML (1)
IJCAI (1)
INTERSPEECH (1)
Top co-authors
Keywords
neural network
(5)
concept bottleneck model
(3)
first-order logic
(3)
logic rule
(2)
concept-based model
(2)
feature learning
(2)
concept bottleneck
(2)
explainable artificial intelligence
(2)
relational learning
(1)
concept representation
(1)
text classification
(1)
speech analysis
(1)
synthetic data generation
(1)
message passing
(1)
link prediction
(1)
explainable ai
(1)
interpretable model
(1)
multi-label classification
(1)
concept-based explanation
(1)
mixture of expert
(1)
Papers
Interpretable Concept-Based Memory Reasoning
NIPS 2024
Relational Concept Bottleneck Models
NIPS 2024
Voice Disorder Analysis: a Transformer-based Approach
INTERSPEECH 2024
Interpretable Neural-Symbolic Concept Reasoning
ICML 2023
Entropy-Based Logic Explanations of Neural Networks
AAAI 2022
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NIPS 2022
Extending Logic Explained Networks to Text Classification
EMNLP 2022
Human-Driven FOL Explanations of Deep Learning
IJCAI 2020
A Constraint-Based Approach to Learning and Explanation
AAAI 2020