180 citations · 368 across the 30 of their papers we have counts for
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cs.NE2024
A Neural Rewriting System to Solve Algorithmic Problems
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
Modern neural network architectures still struggle to learn algorithmic procedures that require to systematically apply compositional rules to solve out-of-distribution problem ins…
cs.NE2023★ 2 cited
A Hybrid System for Systematic Generalization in Simple Arithmetic Problems
Flavio Petruzzellis, Alberto Testolin, Alessandro Sperduti
Solving symbolic reasoning problems that require compositionality and systematicity is considered one of the key ingredients of human intelligence. However, symbolic reasoning is s…