Learning to Substitute Spans towards Improving Compositional Generalization

Zhaoyi Li, Ying Wei, Defu Lian

Despite the rising prevalence of neural sequence models, recent empirical evidences suggest their deficiency in compositional generalization. One of the current de-facto solutions…