Search Results for author: Iftekhar Ahmed

Found 4 papers, 1 papers with code

Beyond Self-learned Attention: Mitigating Attention Bias in Transformer-based Models Using Attention Guidance

no code implementations26 Feb 2024 Jiri Gesi, Iftekhar Ahmed

SyntaGuid facilitates the guidance of attention-weight learning, leading to improved model performance on various software engineering tasks.

Automated Repair of Declarative Software Specifications in the Era of Large Language Models

no code implementations19 Oct 2023 Md Rashedul Hasan, Jiawei Li, Iftekhar Ahmed, Hamid Bagheri

In this study, we assess the effectiveness of utilizing OpenAI's ChatGPT to repair software specifications written in the Alloy declarative language.

Code Smells in Machine Learning Systems

no code implementations2 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.

BIG-bench Machine Learning

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