Emergent analogical reasoning in large language models

Using cognitive psychology to understand GPT-3

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A neuro-vector-symbolic architecture for solving Raven’s progressive matrices

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Differential effects of semantic distance, distractor salience, and relations in verbal analogy

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Probabilistic analogical mapping with semantic relation networks.

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Abstraction and analogy‐making in artificial intelligence

(2021) Melanie Mitchell   ANNALS OF THE NEW YORK ACADEMY OF SCIENCES

SciPy 1.0: fundamental algorithms for scientific computing in Python

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Spatial alignment facilitates visual comparison.

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Array programming with NumPy

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Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

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Emergence of analogy from relation learning

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Modeling visual problem solving as analogical reasoning.

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Building machines that learn and think like people

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Indirection and symbol-like processing in the prefrontal cortex and basal ganglia

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Darwin's mistake: Explaining the discontinuity between human and nonhuman minds

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