Applying Large Language Models API to Issue Classification Problem

no code implementations • 9 Jan 2024 • Gabriel Aracena, Kyle Luster, Fabio Santos, Igor Steinmacher, Marco A. Gerosa

Effective prioritization of issue reports is crucial in software engineering to optimize resource allocation and address critical problems promptly.

Classification

Tag that issue: Applying API-domain labels in issue tracking systems

no code implementations • 6 Apr 2023 • Fabio Santos, Joseph Vargovich, Bianca Trinkenreich, Italo Santos, Jacob Penney, Ricardo Britto, João Felipe Pimentel, Igor Wiese, Igor Steinmacher, Anita Sarma, Marco A. Gerosa

Labeling issues with the skills required to complete them can help contributors to choose tasks in Open Source Software projects.

TAG Transfer Learning

GiveMeLabeledIssues: An Open Source Issue Recommendation System

no code implementations • 23 Mar 2023 • Joseph Vargovich, Fabio Santos, Jacob Penney, Marco A. Gerosa, Igor Steinmacher

In contrast, this paper presents a tool (GiveMeLabeledIssues) that mines project repositories and labels issues based on the skills required to solve them.

Navigate

Supporting the Task-driven Skill Identification in Open Source Project Issue Tracking Systems

no code implementations • 2 Nov 2022 • Fabio Santos

Selecting an appropriate task is challenging for contributors to Open Source Software (OSS), mainly for those who are contributing for the first time.

Can I Solve It? Identifying APIs Required to Complete OSS Task

no code implementations • 23 Mar 2021 • Fabio Santos, Igor Wiese, Bianca Trinkenreich, Igor Steinmacher, Anita Sarma, Marco Gerosa

In this paper, we investigate the feasibility and relevance of labeling issues with the domain of the APIs required to complete the tasks.