How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis

from Arxiv Papers · host Igor Melnyk

This study explores how transformers, both small and large, perform complex logical reasoning, identifying key circuits and mechanisms involved in planning and reasoning through a synthetic propositional logic problem. https://arxiv.org/abs//2411.04105 YouTube: https://www.youtube.com/@ArxivPapers TikTok: https://www.tiktok.com/@arxiv_papers Apple Podcasts: https://podcasts.apple.com/us/podcast/arxiv-papers/id1692476016 Spotify: https://podcasters.spotify.com/pod/show/arxiv-papers

Episode metadata supplied by the publisher feed · Published Nov 7, 2024

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How Transformers Solve Propositional Logic Problems: A Mechanistic Analysis

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