4 papers
LabelMate: An LLM-Driven Framework for Refined Issue Report Labeling
Liam Johnston, Shayan Noei, Maram Assi +1
Software users often submit issue reports to a product's issue tracking system to report defects, suggest enhancements, or raise other product-related concerns. Labeling these issu…
Enhancing Software Maintenance: A Learning to Rank Approach for Co-changed Method Identification
Yiping Jia, Safwat Hassan, Ying Zou
With the increasing complexity of large-scale software systems, identifying all necessary modifications for a specific change is challenging. Co-changed methods, which are methods…
LLM-Cure: LLM-based Competitor User Review Analysis for Feature Enhancement
Maram Assi, Safwat Hassan, Ying Zou
The exponential growth of the mobile app market underscores the importance of constant innovation and rapid response to user demands. As user satisfaction is paramount to the succe…
Unraveling Code Clone Dynamics in Deep Learning Frameworks
Maram Assi, Safwat Hassan, Ying Zou
Deep Learning (DL) frameworks play a critical role in advancing artificial intelligence, and their rapid growth underscores the need for a comprehensive understanding of software q…