RobustFill

RobustFill is a dataset used to evaluate compositional generalization in neural program synthesis by measuring a model's ability to solve complex tasks after being trained on simpler subtasks.

Papers using RobustFill (3)

Neural Program Synthesis with a Differentiable Fixer2020 · 3 citesCompositional Generalization and Decomposition in Neural Program Synthesis2022 · 2 citesExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis2023