codesearch

Exploring GraphCodeBERT for Code Search: Insights and Limitations

Exploring GraphCodeBERT for Code Search: Insights and Limitations

As a professional developer working daily with a massive codebase containing millions of lines of code and over 1,000 C# projects, finding the right pieces of code to modify can often be a time-consuming task. Recently, my interest has revolved around solving the problem of code search, and I was particularly intrigued by the potential of GraphCodeBERT, as outlined in the research paper GraphCodeBERT: Pre-training Code Representations with Data Flow. Encouraged by the promising results described in the paper, I decided to evaluate its capabilities. The pretrained model is available here, with a corresponding demo project hosted in the GitHub…
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