New AI Model Boosts Code Search Accuracy By 6.5%
New AI Model OASIS improves code search accuracy by 6.5% with order-aware approach, outperforming CodeBERT & others on multiple benchmarks.
This is a Plain English Papers summary of a research paper called New AI Model Ranks Code Search Results Better Than Ever, Improves Accuracy by 6.5%. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview OASIS introduces an order-aware approach to code search that improves on traditional similarity-based methods Transforms code search from basic relevance ranking to more precise relative ordering Achieves state-of-the-art performance on multiple code search benchmarks Uses a new pairwise approach that better preserves similarity relations...