The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

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Extension to NS-VQA. It does not require the annotation to train the concept embedding. Because its executor is also differentiable, the gradient can back-propagate from the answers and groundtruth.