| ConDefects: A New Dataset to Address the Data Leakage Concern for LLM-based Fault Localization and Program Repair | Oct 25, 2023 | BenchmarkingFault localization | —Unverified | 0 |
| AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5? | Oct 24, 2023 | Code GenerationFault localization | —Unverified | 0 |
| Large Language Models for Test-Free Fault Localization | Oct 3, 2023 | Fault localizationLanguage Modeling | CodeCode Available | 1 |
| Can Large Language Models Transform Natural Language Intent into Formal Method Postconditions? | Oct 3, 2023 | Fault localizationTranslation | —Unverified | 0 |
| Mutation-based Fault Localization of Deep Neural Networks | Sep 10, 2023 | Fault localizationPosition | CodeCode Available | 1 |
| SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs? | Jul 13, 2023 | Binary ClassificationBug fixing | —Unverified | 0 |
| QNNRepair: Quantized Neural Network Repair | Jun 23, 2023 | Data Free QuantizationFault localization | —Unverified | 0 |
| Distribution Network Fault Prediction Utilising Protection Relay Disturbance Recordings And Machine Learning | Jun 22, 2023 | Fault localization | —Unverified | 0 |
| Fault Localization for Buggy Deep Learning Framework Conversions in Image Recognition | Jun 10, 2023 | Deep LearningFault localization | —Unverified | 0 |
| Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids | Mar 28, 2023 | Defect DetectionFault Detection | —Unverified | 0 |
