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Exploring the Hidden Reasoning Process of Large Language Models by Misleading Them
The study investigates if LLMs/VLMs engage in abstract reasoning using Misleading Fine-Tuning, revealing their ability to apply contradictory rules in solving math problems, indicating internal abstraction mechanisms.
https://arxiv.org/abs//2503.16401
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 study investigates if LLMs/VLMs engage in abstract reasoning using Misleading Fine-Tuning, revealing their ability to apply contradictory rules in solving math problems, indicating internal abstraction mechanisms.
https://arxiv.org/abs//2503.16401
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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