[HTML][HTML] Fine-tuning and prompt engineering for large language models-based code review automation
C Pornprasit, C Tantithamthavorn - Information and Software Technology, 2024 - Elsevier
Context: The rapid evolution of Large Language Models (LLMs) has sparked significant
interest in leveraging their capabilities for automating code review processes. Prior studies …
interest in leveraging their capabilities for automating code review processes. Prior studies …
Exploring the potential of chatgpt in automated code refinement: An empirical study
Code review is an essential activity for ensuring the quality and maintainability of software
projects. However, it is a time-consuming and often error-prone task that can significantly …
projects. However, it is a time-consuming and often error-prone task that can significantly …
A catalog of data smells for coding tasks
Large Language Models (LLMs) are increasingly becoming fundamental in supporting
software developers in coding tasks. The massive datasets used for training LLMs are often …
software developers in coding tasks. The massive datasets used for training LLMs are often …
Generative Artificial Intelligence for Software Security Analysis: Fundamentals, Applications, and Challenges
Generative AI for Software Security Analysis: Fundamentals, Applications, and Challenges
Page 1 46 IEEE SOFTWARE | PUBLISHED BY THE IEEE COMPUTER SOCIETY 0740-7459/24©2024IEEE …
Page 1 46 IEEE SOFTWARE | PUBLISHED BY THE IEEE COMPUTER SOCIETY 0740-7459/24©2024IEEE …
Codeultrafeedback: An llm-as-a-judge dataset for aligning large language models to coding preferences
Evaluating the alignment of large language models (LLMs) with user-defined coding
preferences is a challenging endeavour that requires a deep assessment of LLMs' outputs …
preferences is a challenging endeavour that requires a deep assessment of LLMs' outputs …
Co-audit: tools to help humans double-check AI-generated content
Users are increasingly being warned to check AI-generated content for correctness. Still, as
LLMs (and other generative models) generate more complex output, such as summaries …
LLMs (and other generative models) generate more complex output, such as summaries …
CodeAgent: Autonomous Communicative Agents for Code Review
Code review, which aims at ensuring the overall quality and reliability of software, is a
cornerstone of software development. Unfortunately, while crucial, Code review is a labor …
cornerstone of software development. Unfortunately, while crucial, Code review is a labor …
Collaborative agents for software engineering
Code review is a heavily collaborative process, which aims at ensuring the overall quality
and reliability of software. While it provides massive benefits, the implementation of code …
and reliability of software. While it provides massive benefits, the implementation of code …
Pscvfinder: a prompt-tuning based framework for smart contract vulnerability detection
With the increasing security issues in the blockchain, smart contract vulnerability detection
has gradually become the focus of research. Recently, many approaches have been …
has gradually become the focus of research. Recently, many approaches have been …
PTM4Tag+: Tag recommendation of stack overflow posts with pre-trained models
Stack Overflow is one of the most influential Software Question & Answer (SQA) websites,
hosting millions of programming-related questions and answers. Tags play a critical role in …
hosting millions of programming-related questions and answers. Tags play a critical role in …