| Empirical evaluation of LLMs in predicting fixes of Configuration bugs in Smart Home System | Feb 16, 2025 | Bug fixing | —Unverified | 0 |
| Repository-level Code Search with Neural Retrieval Methods | Feb 10, 2025 | Bug fixingCode Search | CodeCode Available | 0 |
| GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code Generation | Jan 19, 2025 | Bug fixingCode Completion | CodeCode Available | 0 |
| An Empirical Study on LLM-based Agents for Automated Bug Fixing | Nov 15, 2024 | Bug fixingFault localization | —Unverified | 0 |
| A Comprehensive Survey of AI-Driven Advancements and Techniques in Automated Program Repair and Code Generation | Nov 12, 2024 | Bug fixingCode Generation | —Unverified | 0 |
| PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing | Nov 11, 2024 | Bug fixingCode Generation | —Unverified | 0 |
| Characterising Open Source Co-opetition in Company-hosted Open Source Software Projects: The Cases of PyTorch, TensorFlow, and Transformers | Oct 23, 2024 | Bug fixing | —Unverified | 0 |
| Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks | Oct 18, 2024 | AI AgentBug fixing | —Unverified | 0 |
| MarsCode Agent: AI-native Automated Bug Fixing | Sep 2, 2024 | Bug fixingCode Completion | —Unverified | 0 |
| Patched RTC: evaluating LLMs for diverse software development tasks | Jul 23, 2024 | Bug fixingModel Selection | CodeCode Available | 0 |
| Unraveling Code Clone Dynamics in Deep Learning Frameworks | Apr 25, 2024 | Bug fixingDeep Learning | CodeCode Available | 0 |
| Code Comparison Tuning for Code Large Language Models | Mar 28, 2024 | Bug fixing | —Unverified | 0 |
| Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks | Mar 26, 2024 | Bug fixing | —Unverified | 0 |
| A Study of Vulnerability Repair in JavaScript Programs with Large Language Models | Mar 19, 2024 | Bug fixingCode Generation | —Unverified | 0 |
| Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming | Feb 22, 2024 | Bug fixingCode Generation | —Unverified | 0 |
| Bug Characterization in Machine Learning-based Systems | Jul 26, 2023 | Bug fixing | CodeCode Available | 0 |
| SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs? | Jul 13, 2023 | Binary ClassificationBug fixing | —Unverified | 0 |
| Model Card and Evaluations for Claude Models | Jul 11, 2023 | Arithmetic ReasoningBug fixing | —Unverified | 0 |
| RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot | Jun 29, 2023 | Bug fixingLanguage Modeling | —Unverified | 0 |
| GrACE: Generation using Associated Code Edits | May 23, 2023 | Bug fixingCode Generation | —Unverified | 0 |
| Automating Code-Related Tasks Through Transformers: The Impact of Pre-training | Feb 8, 2023 | Bug fixingCode Completion | CodeCode Available | 0 |
| Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 | Nov 27, 2022 | Bug fixingLanguage Modeling | —Unverified | 0 |
| Using Developer Discussions to Guide Fixing Bugs in Software | Nov 11, 2022 | Bug fixing | CodeCode Available | 0 |
| ADPTriage: Approximate Dynamic Programming for Bug Triage | Nov 2, 2022 | Bug fixingDecision Making | CodeCode Available | 0 |
| Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms | Jul 14, 2022 | Bug fixingInformation Retrieval | —Unverified | 0 |
