Compositional API Recommendation for Library-Oriented Code Generation

Z Ma, S An, B **e, Z Lin - Proceedings of the 32nd IEEE/ACM …, 2024 - dl.acm.org
Large language models (LLMs) have achieved exceptional performance in code generation.
However, the performance remains unsatisfactory in generating library-oriented code …

A Comprehensive Framework for Evaluating API-oriented Code Generation in Large Language Models

Y Wu, P He, Z Wang, S Wang, Y Tian… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) like GitHub Copilot and ChatGPT have emerged as
powerful tools for code generation, significantly enhancing productivity and accelerating …

CodeCompass: NLP-Driven Navigation to Optimal Repositories

S Phatangare, A Matkar, A Jadhav… - 2024 4th International …, 2024 - ieeexplore.ieee.org
In the dynamic landscape of open-source development, the challenge of efficiently aligning
developers with projects that resonate with their expertise persists. Recent techniques, such …