The Impact of Prompt Programming on Function-Level Code Generation

Ranim Khojah, Francisco Gomes De Oliveira Neto, Mazen Mohamad, Philipp Leitner
August, 2025
DOI

Abstract

This paper investigates the impact of prompt programming strategies on function-level code generation with large language models. It provides empirical insights into how different prompting techniques affect the quality and correctness of generated code.

Type
Journal article
Publication
IEEE Transactions on Software Engineering
Mazen Mohamad
Mazen Mohamad
Researcher at RISE Research Institutes of Sweden

My research interests include Safety & Cybersecurity of Autonomous Systems, AI4Security, and Security4AI.