Author

Tian Zhao

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Book Open access Oct 2026

Aligning User Requirement with Large Language Model in Code Generation

Code generation refers to automatically producing executable programs from user requirements. Recently, researchers have explored approaches to enhance the correctness of generated code with advanced large language models. Although achieving improvements, existing approaches focus on designing reasoning strategies or p...

J. Li, Rui-Qi Bai, Yang Luo et al. · Proceedings of the 41st IEEE... · 0 citations

#software testing Book Open access Oct 2026

Revisiting LLMs on New Feature Implementation in Real-World Software Development Practices

A systematic evaluation of the capability of large language models (LLMs) in new feature implementation, with a task setup strictly aligned with real-world software development practices, shows that new feature implementation of LLMs adhering to real-world world software development practices remains challenges.

J. Li, Ting-Xuan Huang, Tian Zhao et al. · Proceedings of the 41st IEEE... · 0 citations