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Neural Structural Reasoner: A Brain-inspired Architecture for Reasoning over Structured Knowledge
Structural reasoning, the ability to recognize and make inferences over the relational structure between objects and concepts, is a hallmark of human cognition, yet prevailing methods often collapse relational topology into flat embeddings, cannot discover hidden structure and lack interpretability.
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