大规模的人工智能语言系统显示出一种通过类比推理的能力。

IF 21.4 1区心理学 Q1 MULTIDISCIPLINARY SCIENCES

Nature Human Behaviour Pub Date : 2023-08-04 DOI:10.1038/s41562-023-01671-0

引用次数: 0

摘要

类比推理是人类智能的一个标志，因为它使我们无需大量练习就能灵活地解决新问题。通过大量测试，我们证明大型人工智能语言模型 GPT-3 能够以与人类相当的水平解决困难的类比问题。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Large-scale AI language systems display an emergent ability to reason by analogy

查看原文本刊更多论文

Large-scale AI language systems display an emergent ability to reason by analogy

Analogical reasoning is a hallmark of human intelligence, as it enables us to flexibly solve new problems without extensive practice. By using a wide range of tests, we demonstrate that GPT-3, a large-scale artificial intelligence language model, is capable of solving difficult analogy problems at a level comparable to human performance.

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来源期刊

Nature Human Behaviour Psychology-Social Psychology

CiteScore

36.80

自引率

1.00%

发文量

227

期刊介绍： Nature Human Behaviour is a journal that focuses on publishing research of outstanding significance into any aspect of human behavior.The research can cover various areas such as psychological, biological, and social bases of human behavior.It also includes the study of origins, development, and disorders related to human behavior.The primary aim of the journal is to increase the visibility of research in the field and enhance its societal reach and impact.