Emanuele Marconato
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
reasoning shortcut
(3)
concept learning
(2)
catastrophic forgetting
(1)
benchmark evaluation
(1)
disentangled representation
(1)
systematic generalization
(1)
open-set recognition
(1)
neuro-symbolic learning
(1)
neuro-symbolic computing
(1)
disentangled representation learning
(1)
neural network
(1)
concept-based model
(1)
representation learning
(1)
concept rehearsal
(1)
continual learning
(1)
Papers
All or None: Identifiable Linear Properties of Next-Token Predictors in Language Modeling
AISTATS 2025
A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
NIPS 2024
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
UAI 2024
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
NIPS 2023
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal
ICML 2023
GlanceNets: Interpretable, Leak-proof Concept-based Models
NIPS 2022