Human-like property induction is a challenge for large language models

Abstract excerpt

<p>The impressive recent performance of large language models such as GPT-3 has led many to wonder to what extent they can serve as models of general intelligence or are similar to human cognition. We address this issue by applying GPT-3 to a classic problem in human inductive reasoning known as property induction. Our results suggest that while GPT-3 can qualitatively mimic human performance for some inductive ph...

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Identifiers and source

Literature Corpus work

4434438b-8fe3-56f6-bb36-6e408c8d13b9

DOI

10.31234/osf.io/6mkjy