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LLM Cognitive Judgements Differ From Human

GPT-3 and ChatGPT exhibit sub-human cognitive judgments in a limited-data inductive reasoning task from cognitive science literature.

Year
2023
Venue
arXiv 2023
Authors
1
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arxiv.org/abs/2307.11787v2ARXIV-DEFAULT
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Abstract

Large Language Models (LLMs) have lately been on the spotlight of researchers, businesses, and consumers alike. While the linguistic capabilities of such models have been studied extensively, there is growing interest in investigating them as cognitive subjects. In the present work I examine GPT-3 and ChatGPT capabilities on an limited-data inductive reasoning task from the cognitive science literature. The results suggest that these models' cognitive judgements are not human-like.

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1