Learning to Recombine and Resample Data for Compositional Generalization

Ekin Akyürek, Afra Feyza Akyürek, Jacob Andreas

Flexible neural sequence models outperform grammar- and automaton-based counterparts on a variety of tasks. However, neural models perform poorly in settings requiring compositiona…