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[QA] The COT ENCYCLOPEDIA: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
The COT ENCYCLOPEDIA framework analyzes model reasoning by extracting and categorizing diverse criteria from chain-of-thought outputs, enhancing interpretability and guiding models toward effective reasoning strategies.
https://arxiv.org/abs//2505.10185
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
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By Igor Melnyk
5
33 ratings
The COT ENCYCLOPEDIA framework analyzes model reasoning by extracting and categorizing diverse criteria from chain-of-thought outputs, enhancing interpretability and guiding models toward effective reasoning strategies.
https://arxiv.org/abs//2505.10185
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
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