Search Results for author: Samuele Bortolotti

Found 1 papers, 1 papers with code

BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts

1 code implementation19 Feb 2024 Emanuele Marconato, Samuele Bortolotti, Emile van Krieken, Antonio Vergari, Andrea Passerini, Stefano Teso

Neuro-Symbolic (NeSy) predictors that conform to symbolic knowledge - encoding, e. g., safety constraints - can be affected by Reasoning Shortcuts (RSs): They learn concepts consistent with the symbolic knowledge by exploiting unintended semantics.

Cannot find the paper you are looking for? You can Submit a new open access paper.