Large Language Models (LLMs) are increasingly becoming fundamental in supporting
software developers in coding tasks. The massive datasets used for training LLMs are often …

Code generation is to automatically generate source code conforming to a given
programming specification, which has received extensive attention especially with the …

As artificial intelligence (AI) continues to advance, it demonstrates capabilities comparable
to human intelligence, with significant potential to transform education and workforce …

In recent years, Large Language Models (LLMs) have achieved remarkable success and
have been widely used in various downstream tasks, especially in the tasks of the software …

Large language models (LLMs) have been shown to perform better when asked to reason
step-by-step before answering a question. However, it is unclear to what degree the model's …

Recent studies have proposed integrating Chain-of-Thought (CoT) reasoning to further
enhance the reliability of Code Language Models (CLMs) in generating code, a step-by-step …

Pre-trained and large language models (PLMs, LLMs) have had a transformative impact on
the artificial intelligence (AI) for software engineering (SE) research field. Through large …