Skip to content
[QA] Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning episode artwork

Apr 14, 2025 7 min

[QA] Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning

from Arxiv Papers Hosted by Igor Melnyk

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

Episode details come from the podcast's RSS feed.

Embed this episode

Ready to play

[QA] Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning

0:00 7:58

No transcript yet.

Requests help us decide what to transcribe next.

Frequently asked questions

How long is this episode of Arxiv Papers?

This episode is 7 minutes long.

When was this Arxiv Papers episode published?

This episode was published on April 14, 2025.

Can I download this Arxiv Papers episode?

Yes. Use the download control on the episode player to save the publisher-provided media file.