Elham J. Barezi

NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization

Compositional generalization is crucial for artificial intelligence agents to solve complex vision-language reasoning tasks. Neuro-symbolic approaches have demonstrated promise in capturing compositional structures, but they face critical challenges: (a) reliance on predefined predicates for symboli…