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Planning In Natural Language Improves LLM Search For Code Generation
Manage episode 438437699 series 3524393
The paper introduces PLANSEARCH, a novel search algorithm that enhances diversity in LLM outputs, improving performance on coding benchmarks by exploring natural language plans instead of direct code solutions.
https://arxiv.org/abs//2409.03733
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
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1649 bölüm
Manage episode 438437699 series 3524393
The paper introduces PLANSEARCH, a novel search algorithm that enhances diversity in LLM outputs, improving performance on coding benchmarks by exploring natural language plans instead of direct code solutions.
https://arxiv.org/abs//2409.03733
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
--- Support this podcast: https://podcasters.spotify.com/pod/show/arxiv-papers/support
1649 bölüm
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