CatCoder

• 📙Paper: Enhancing Repository-Level Code Generation with Integrated Contextual Information
• 📚Publisher: arxiv
• 🏠Author Affiliation: Zhejiang University
• Contributions:
  • We propose a novel framework for statically-typed programming languages, CatCoder, to generate repository-level code by highlighting relevant code and type context in code repositories.
  • To the best of our knowledge, we are the first to construct a repository-level code generation benchmark for Rust, to evaluate the effectiveness of CatCoder on a minor programming language.
  • We evaluate CatCoder using Java and Rust benchmarks, and results indicate that CatCoder outperforms the baselines.