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Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations
International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), 2023
22 March 2023
Emanuele Marconato
Stefano Teso
Baptiste Caramiaux
NAI
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Papers citing
"Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations"
5 / 5 papers shown
Neurosymbolic Deep Learning Semantics
Artur Garcez
S. Odense
NAI
76
0
0
04 Nov 2025
On the Independence Assumption in Neurosymbolic Learning
Emile van Krieken
Pasquale Minervini
Edoardo Ponti
Antonio Vergari
343
18
0
12 Apr 2024
Simple and Effective Transfer Learning for Neuro-Symbolic Integration
Alessandro Daniele
Tommaso Campari
Sagar Malhotra
Luciano Serafini
289
2
0
21 Feb 2024
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents
Neural Information Processing Systems (NeurIPS), 2024
Quentin Delfosse
Sebastian Sztwiertnia
M. Rothermel
Wolfgang Stammer
Kristian Kersting
393
25
0
11 Jan 2024
Learning to Intervene on Concept Bottlenecks
International Conference on Machine Learning (ICML), 2023
David Steinmann
Wolfgang Stammer
Felix Friedrich
Kristian Kersting
407
28
0
25 Aug 2023
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