πŸ“„ Paper accepted @ AAAI 2025!! πŸŽ‰

Dec 15, 2024Β·
Pedro Orvalho
Pedro Orvalho
Β· 1 min read
Image credit: AAAI

I am very happy to share that our paper “Counterexample Guided Program Repair Using Zero-Shot Learning and MaxSAT-based Fault Localization” has been accepted for publication in the 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)! πŸŽ‰

In this paper, we propose a novel approach that combines the strengths of both FM-based fault localization and Large Language Models, via zero-shot learning, to enhance automated program repair for introductory programming assignments (IPAs). Our method uses MaxSAT-based fault localisation to identify buggy parts of a program, then presents the LLM with a program sketch devoid of these buggy statements.

See you in Philadelphia @ AAAI 2025!!