Bugs in Large Language Models Generated Code: An Empirical Study

1 code implementation • 13 Mar 2024 • Florian Tambon, Arghavan Moradi Dakhel, Amin Nikanjam, Foutse khomh, Michel C. Desmarais, Giuliano Antoniol

The bug patterns are presented in the form of a taxonomy.

Attribute Code Generation

Dev2vec: Representing Domain Expertise of Developers in an Embedding Space

1 code implementation • 11 Jul 2022 • Arghavan Moradi Dakhel, Michel C. Desmarais, Foutse khomh

Moreover, our findings suggest that ``issue resolving history'' of developers is the most informative source of information to represent the domain expertise of developers in embedding spaces.

GitHub Copilot AI pair programmer: Asset or Liability?

1 code implementation • 30 Jun 2022 • Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse khomh, Michel C. Desmarais, Zhen Ming, Jiang

In this paper, we study the capabilities of Copilot in two different programming tasks: (i) generating (and reproducing) correct and efficient solutions for fundamental algorithmic problems, and (ii) comparing Copilot's proposed solutions with those of human programmers on a set of programming tasks.

Program Synthesis