most citedBEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2024★ 1 cited

BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts

Emanuele Marconato, Samuele Bortolotti, Emile van Krieken +3

Neuro-Symbolic (NeSy) predictors that conform to symbolic knowledge - encoding, e.g., safety constraints - can be affected by Reasoning Shortcuts (RSs): They learn concepts consist…