Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.
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Feb 3, 2025 - Python
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reasoning-shortcuts
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Codebase for BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts.
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May 19, 2025 - Python
Official website for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper
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Apr 28, 2025 - HTML
Neuro-symbolic (NeSy) AI improves deep learning by integrating reasoning, prior knowledge, and constraints, making it in theory ideal for high-stakes applications. However, this promise depends on learning high-quality abstractions, which is challenging due to potential reasoning shortcuts. This project explores this problem in depth.
explainable-ai concept-learning neuro-symbolic-ai reasoning-shortcuts deepproblog mnist-addition distributed-alignment-search causal-abstraction
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Apr 13, 2025 - Python
Reasoning Shortcuts in MRC
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Sep 6, 2023
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