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Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework [PDF]

open access: yesarXiv
In the context of large language models (LLMs), current advanced reasoning methods have made impressive strides in various reasoning tasks. However, when it comes to logical reasoning tasks, major challenges remain in both efficacy and efficiency. This is rooted in the fact that these systems fail to fully leverage the inherent structure of logical ...
arxiv  

Aristotle's Original Idea: For and Against Logic in the era of AI [PDF]

open access: yesarXiv
Aristotle is generally accepted as the father of logic. The ideas that he raised in his study of logical reasoning carried the development of science over the centuries. Today, in the era of AI, this title of the fatherhood of logic has a renewed significance.
arxiv  

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