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Orevaoghene Ahia

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Cognitive Foundations for Reasoning and Their Manifestation in LLMs

A shared vocabulary between cognitive science and LLM research is established and a fine-grained evaluation framework is introduced, enabling diagnosis of reasoning failures and principled development of models that reason through robust cognitive mechanisms rather than spurious shortcuts, while providing tools to test...

S. Li, Priyanka Kargupta, Hao-Cheng Wang et al. · 26 citations · ⚡2

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