no code implementations • 12 Sep 2023 • Palash R. Roy, Ajmain I. Alam, Farouq Al-omari, Banani Roy, Chanchal K. Roy, Kevin A. Schneider
Similarly, if someone possesses a code snippet in a particular programming language but seeks equivalent functionality in a different language, a semantic cross-language code clone generation approach could provide valuable assistance. In this study, using SemanticCloneBench as a vehicle, we evaluated how well the GPT-3 model could help generate semantic and cross-language clone variants for a given fragment. We have comprised a diverse set of code fragments and assessed GPT-3s performance in generating code variants. Through extensive experimentation and analysis, where 9 judges spent 158 hours to validate, we investigate the model's ability to produce accurate and semantically correct variants.
no code implementations • 25 Jan 2022 • Md Nadim, Debajyoti Mondal, Chanchal K. Roy
A graph is one of the most commonly used representations for understanding relational data.
no code implementations • 22 Aug 2021 • Mohammad Masudur Rahman, Chanchal K. Roy
Developers consult these requests and often choose a few keywords from them as an ad hoc query.
1 code implementation • 11 Aug 2021 • Mohammad Masudur Rahman, Foutse khomh, Shamima Yeasmin, Chanchal K. Roy
We confirmed that the state-of-the-art query construction approaches are indeed not sufficient for constructing appropriate queries (for bug localization) from certain natural language-only bug reports although they contain such queries.