Bert-based github issue report classification

ML Siddiq, JCS Santos - Proceedings of the 1st International Workshop …, 2022 - dl.acm.org
Issue tracking is one of the integral parts of software development, especially for open
source projects. GitHub, a commonly used software management tool, provides its own …

Issue report classification using pre-trained language models

G Colavito, F Lanubile, N Novielli - … of the 1st International Workshop on …, 2022 - dl.acm.org
This paper describes our participation in the tool competition organized in the scope of the
1st International Workshop on Natural Language-based Software Engineering. We propose …

Github issue classification using bert-style models

S Bharadwaj, T Kadam - Proceedings of the 1st International Workshop …, 2022 - dl.acm.org
Recent innovations in natural language processing techniques have led to the development
of various tools for assisting software developers. This paper provides a report of our …

Catiss: An intelligent tool for categorizing issues reports using transformers

M Izadi - Proceedings of the 1st international workshop on …, 2022 - dl.acm.org
Users use Issue Tracking Systems to keep track and manage issue reports in their
repositories. An issue is a rich source of software information that contains different reports …

Leveraging GPT-like LLMs to Automate Issue Labeling

G Colavito, F Lanubile, N Novielli… - 2024 IEEE/ACM 21st …, 2024 - ieeexplore.ieee.org
Issue labeling is a crucial task for the effective management of software projects. To date,
several approaches have been put forth for the automatic assignment of labels to issue …

Applying large language models to issue classification

G Aracena, K Luster, F Santos, I Steinmacher… - Proceedings of the …, 2024 - dl.acm.org
Effective prioritization of issue reports in software engineering helps to optimize resource
allocation and information recovery. However, manual issue classification is laborious and …

Predicting issue types with sebert

A Trautsch, S Herbold - Proceedings of the 1st international workshop on …, 2022 - dl.acm.org
Pre-trained transformer models are the current state-of-the-art for natural language models
processing. seBERT is such a model, that was developed based on the BERT architecture …

GIRT-Data: Sampling GitHub Issue Report Templates

N Nikeghbal, AH Kargaran… - 2023 IEEE/ACM 20th …, 2023 - ieeexplore.ieee.org
GitHub's issue reports provide developers with valuable information that is essential to the
evolution of a software development project. Contributors can use these reports to perform …

Few-Shot Learning for Issue Report Classification

G Colavito, F Lanubile, N Novielli - 2023 IEEE/ACM 2nd …, 2023 - ieeexplore.ieee.org
We describe our participation in the tool competition in the scope of the 2nd International
Workshop on Natural Language-based Software Engineering. We propose a supervised …

Issue report validation in an industrial context

EU Aktas, E Cakmak, MC Inan, C Yilmaz - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Effective issue triaging is crucial for software development teams to improve software quality,
and thus customer satisfaction. Validating issue reports manually can be time-consuming …