A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts

–Neural Information Processing Systems 

Recent evidence suggests that, in some problems, NeSy models can achieve high accuracy on the reasoning task by learning concepts with incorrect semantics .

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