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This paper investigates whether current large language models exhibit biases in logical reasoning, similar to humans.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al. 2020 · 1901
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
Essays in Logical Semantics
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Earlier work this paper cites.
Bias in Human Reasoning: Causes and Consequences
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Earlier work this paper cites.
Interpretational errors in syllogistic reasoning
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Earlier work this paper cites.
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Earlier work this paper cites.
The source of belief bias effects in syllogistic reasoning
Stephen E Newstead, Paul Pollard, Jonathan St BT Evans, and Julie L Allen. 1992 · 1992
Earlier work this paper cites.
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Yuri Sato and Koji Mineshima. 2015 · 2015
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