Octopack: Instruction tuning code large language models
Finetuning large language models (LLMs) on instructions leads to vast performance
improvements on natural language tasks. We apply instruction tuning using code …
improvements on natural language tasks. We apply instruction tuning using code …
A code centric evaluation of c/c++ vulnerability datasets for deep learning based vulnerability detection techniques
Recent years have witnessed tremendous progress in NLP-based code comprehension via
deep neural networks (DNN) learning, especially Large Language Models (LLMs). While the …
deep neural networks (DNN) learning, especially Large Language Models (LLMs). While the …
Multi-grained contextual code representation learning for commit message generation
C Wang, L Zhang, X Zhang - Information and Software Technology, 2024 - Elsevier
Commit messages, precisely describing the code changes for each commit in natural
language, makes it possible for developers and succeeding reviewers to understand the …
language, makes it possible for developers and succeeding reviewers to understand the …
Summarize Me: The Future of Issue Thread Interpretation
Understanding issue threads is an essential aspect of software maintenance and
development, aiding developers in effectively addressing and managing software-related …
development, aiding developers in effectively addressing and managing software-related …
Mucha: Multi-channel based Code Change Representation Learning for Commit Message Generation
C Wang, Y Wu, X Zhang - 2023 IEEE 23rd International …, 2023 - ieeexplore.ieee.org
Commit messages provide a natural language description of the changes made to the code,
enabling developers to swiftly comprehend the alterations without delving into the …
enabling developers to swiftly comprehend the alterations without delving into the …
Comu: Contextual and Multi-Grained Code Representation Learning for Commit Message Generation
C Wang, L Zhang, X Zhang - Available at SSRN 4511874 - papers.ssrn.com
Commit messages, precisely describing the code changes for each commit in natural
language, makes it possible for developers and succeeding reviewers to understand the …
language, makes it possible for developers and succeeding reviewers to understand the …