no code implementations • 7 Mar 2024 • Ningfei Wang, Yupin Huang, Han Cheng, Jiri Gesi, Xiaojie Wang, Vivek Mittal
As e-commerce retailers use various techniques to improve the quality of search results, we hope that this research offers valuable guidance for measuring the robustness of the ranking systems.
no code implementations • 26 Feb 2024 • Jiri Gesi, Iftekhar Ahmed
SyntaGuid facilitates the guidance of attention-weight learning, leading to improved model performance on various software engineering tasks.
no code implementations • 2 Mar 2022 • Jiri Gesi, SiQi Liu, Jiawei Li, Iftekhar Ahmed, Nachiappan Nagappan, David Lo, Eduardo Santana de Almeida, Pavneet Singh Kochhar, Lingfeng Bao
We found that our newly identified code smells are prevalent and impactful on the maintenance of DL systems from the developer's perspective.