Large language models for software engineering: A systematic literature review
Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …
Software Engineering (SE). Many recent publications have explored LLMs applied to …
When to stop? towards efficient code generation in llms with excess token prevention
Code generation aims to automatically generate code snippets that meet given natural
language requirements and plays an important role in software development. Although …
language requirements and plays an important role in software development. Although …
Hybrid automated program repair by combining large language models and program analysis
Automated Program Repair (APR) has garnered significant attention due to its potential to
streamline the bug repair process for human developers. Recently, LLM-based APR …
streamline the bug repair process for human developers. Recently, LLM-based APR …
Robustness, security, privacy, explainability, efficiency, and usability of large language models for code
Large language models for code (LLM4Code), which demonstrate strong performance (eg,
high accuracy) in processing source code, have significantly transformed software …
high accuracy) in processing source code, have significantly transformed software …