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Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
Genius is an unsupervised self-training framework that enhances LLM reasoning without external supervision, using stepwise foresight re-sampling and advantage-calibrated optimization to improve performance.
https://arxiv.org/abs//2504.08672
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
Genius is an unsupervised self-training framework that enhances LLM reasoning without external supervision, using stepwise foresight re-sampling and advantage-calibrated optimization to improve performance.
https://arxiv.org/abs//2504.08672
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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