Search Results for author: Junayed Mahmud

Found 4 papers, 2 papers with code

Toward Rapid Bug Resolution for Android Apps

no code implementations23 Dec 2023 Junayed Mahmud

Unfortunately, a significant portion of bug reports is of low quality, which poses challenges for developers in terms of addressing these issues.

Management

On Using GUI Interaction Data to Improve Text Retrieval-based Bug Localization

1 code implementation12 Oct 2023 Junayed Mahmud, Nadeeshan De Silva, Safwat Ali Khan, Seyed Hooman Mostafavi, SM Hasan Mansur, Oscar Chaparro, Andrian Marcus, Kevin Moran

We investigate the hypothesis that, for end user-facing applications, connecting information in a bug report with information from the GUI, and using this to aid in retrieving potentially buggy files, can improve upon existing techniques for bug localization.

Information Retrieval Retrieval +1

An Empirical Investigation into the Use of Image Captioning for Automated Software Documentation

no code implementations3 Jan 2023 Kevin Moran, Ali Yachnes, George Purnell, Junayed Mahmud, Michele Tufano, Carlos Bernal-Cárdenas, Denys Poshyvanyk, Zach H'Doubler

This paper offers one of the first comprehensive empirical investigations into the connection between GUIs and functional, natural language descriptions of software.

Image Captioning Machine Translation

Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors

1 code implementation ACL (NLP4Prog) 2021 Junayed Mahmud, Fahim Faisal, Raihan Islam Arnob, Antonios Anastasopoulos, Kevin Moran

Automated source code summarization is a popular software engineering research topic wherein machine translation models are employed to "translate" code snippets into relevant natural language descriptions.

Code Summarization Machine Translation +2

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