[QA] Reasoning Models Can Be Effective Without Thinking

from Arxiv Papers · host Igor Melnyk

This paper challenges the necessity of lengthy reasoning processes in LLMs, showing that simple prompting (NoThinking) can outperform traditional methods in various reasoning tasks, especially in low-budget scenarios. https://arxiv.org/abs//2504.09858 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 Apr 20, 2025

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[QA] Reasoning Models Can Be Effective Without Thinking

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