GIRT-Model: Automated Generation of Issue Report Templates

1 code implementation • 4 Feb 2024 • Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori

We create GIRT-Instruct, a dataset comprising pairs of instructions and IRTs, with the IRTs sourced from GitHub repositories.

Language Modelling

MenuCraft: Interactive Menu System Design with Large Language Models

1 code implementation • 8 Mar 2023 • Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze

Menu system design is a challenging task involving many design options and various human factors.

Few-Shot Learning

Semantically-enhanced Topic Recommendation System for Software Projects

1 code implementation • 31 May 2022 • Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori

Then, (2) we build two recommender systems; The first one operates only based on the list of original topics assigned to a repository and the relationships specified in our knowledge graph.

Recommendation Systems

Automated Recovery of Issue-Commit Links Leveraging Both Textual and Non-textual Data

1 code implementation • 5 Jul 2021 • Pooya Rostami Mazrae, Maliheh Izadi, Abbas Heydarnoori

The low performance gets even more severe when there is a lack of textual information in either commits or issues.

Improving Quality of a Post's Set of Answers in Stack Overflow

1 code implementation • 30 May 2020 • Mohammadrezar Tavakoli, Maliheh Izadi, Abbas Heydarnoori

Then, we developed an Eclipse plugin named SOPI and integrated the prediction model in the plugin to link these deficient posts to related developers and help them improve the answer set.

Community Question Answering