Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

Feb-17-2026, 16:31:43 GMT–Neural Information Processing Systems

Much of the promise of these models relies on learned concepts being high quality .

artificial intelligence, machine learning, mitigation strategy, (15 more...)

Neural Information Processing Systems

Feb-17-2026, 16:31:43 GMT

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- Information Technology > Artificial Intelligence
  - Cognitive Science > Problem Solving (0.67)
  - Machine Learning > Neural Networks
    - Deep Learning (0.46)
  - Representation & Reasoning > Uncertainty (0.67)
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Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

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