Learning by Analogy: A Causal Framework for Composition Generalization

Lingjing Kong, Shaoan Xie, Yang Jiao +6

Compositional generalization -- the ability to understand and generate novel combinations of learned concepts -- enables models to extend their capabilities beyond limited experien…