84 citations · 190 across the 34 of their papers we have counts for
5 papers · 1 filter
An Empirical Study on Data Leakage and Generalizability of Link Prediction Models for Issues and Commits
Maliheh Izadi, Pooya Rostami Mazrae, Tom Mens +1
To enhance documentation and maintenance practices, developers conventionally establish links between related software artifacts manually. Empirical research has revealed that deve…
Semantically-enhanced Topic Recommendation System for Software Projects
Maliheh Izadi, Mahtab Nejati, Abbas Heydarnoori
Software-related platforms have enabled their users to collaboratively label software entities with topics. Tagging software repositories with relevant topics can be exploited for…
CatIss: An Intelligent Tool for Categorizing Issues Reports using Transformers
Maliheh Izadi
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 inc…
On the Evaluation of NLP-based Models for Software Engineering
Maliheh Izadi, Matin Nili Ahmadabadi
NLP-based models have been increasingly incorporated to address SE problems. These models are either employed in the SE domain with little to no change, or they are greatly tailore…
CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences
Maliheh Izadi, Roberta Gismondi, Georgios Gousios
Code completion is an essential feature of IDEs, yet current autocompleters are restricted to either grammar-based or NLP-based single token completions. Both approaches have signi…