Untrained neural networks can demonstrate memorization-independent abstract reasoning

Abstract The nature of abstract reasoning is a matter of debate. Modern artificial neural network (ANN) models, like large language models, demonstrate impressive success when tested on abstract reasoning problems. However, it has been argued that their success reflects some form of memorization of...

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Bibliographic Details
Main Authors: Tomer Barak, Yonatan Loewenstein
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-78530-z