LLMs as models for analogical reasoning

Sam Musker

doi:10.1016/j.jml.2025.104676

2025-07-31

DOI：10.1016/j.jml.2025.104676

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摘要

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• 某些LLMs在新型类比推理任务的某些变体中与人类表现相当。 • 然而，人类和LLMs对某些任务变体的反应不同。 • LLMs在这些任务中达到人类水平的推理能力，但不一定表现出类人类的推理方式。

Keyword:

Language models

Analogical reasoning

Cognitive science

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期刊

Journal of Memory and Language

IF:

论文数:

146

被引数:

9.9K

机构

Brown University

学者数:

2.4W

论文数: 2.2W

被引数: 3.2W

Macquarie University

学者数:

1.2W

论文数: 1.5W

被引数: 2.2W

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