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Add paper: LLM Program Optimization via Retrieval Augmented Search #265

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@sagnikanupam

Hi there!

Thank you for curating this repository! If you're still accepting new papers, I would like to suggest our work "LLM Program Optimization via Retrieval Augmented Search", [arxiv] [code] published in ACL 2026 Findings - it achieves large performance improvements on the PIE benchmark (proposed in "Learning Performance-Improving Code Edits", ICLR 2024).

Disclosure: I am one of the authors of the ACL paper. Please let me know if you would prefer I open a pull request instead.

Best,
Sagnik

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