| Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms | Jul 14, 2022 | Bug fixingInformation Retrieval | —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 |
| Code Comparison Tuning for Code Large Language Models | Mar 28, 2024 | Bug fixing | —Unverified | 0 |
| Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming | Feb 22, 2024 | Bug fixingCode Generation | —Unverified | 0 |
| Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks | Oct 18, 2024 | AI AgentBug fixing | —Unverified | 0 |
| Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 | Nov 27, 2022 | Bug fixingLanguage Modeling | —Unverified | 0 |
| Empirical evaluation of LLMs in predicting fixes of Configuration bugs in Smart Home System | Feb 16, 2025 | Bug fixing | —Unverified | 0 |
| Enabling Automatic Repair of Source Code Vulnerabilities Using Data-Driven Methods | Feb 7, 2022 | Bug fixingProgram Repair | —Unverified | 0 |
| EnHMM: On the Use of Ensemble HMMs and Stack Traces to Predict the Reassignment of Bug Report Fields | Mar 15, 2021 | Bug fixing | —Unverified | 0 |
| Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing | Nov 1, 2021 | Bug fixingMachine Translation | —Unverified | 0 |
| GrACE: Generation using Associated Code Edits | May 23, 2023 | Bug fixingCode Generation | —Unverified | 0 |
| GRAPHIX: A Pre-trained Graph Edit Model for Automated Program Repair | Sep 29, 2021 | Bug fixingDecoder | —Unverified | 0 |
| LongCodeBench: Evaluating Coding LLMs at 1M Context Windows | May 12, 2025 | Bug fixing | —Unverified | 0 |
| MarsCode Agent: AI-native Automated Bug Fixing | Sep 2, 2024 | Bug fixingCode Completion | —Unverified | 0 |
| Model Card and Evaluations for Claude Models | Jul 11, 2023 | Arithmetic ReasoningBug fixing | —Unverified | 0 |
| On Learning Meaningful Code Changes via Neural Machine Translation | Jan 25, 2019 | Bug fixingMachine Translation | —Unverified | 0 |
| On Simulation-Guided LLM-based Code Generation for Safe Autonomous Driving Software | Apr 2, 2025 | Autonomous DrivingBug fixing | —Unverified | 0 |
| PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing | Nov 11, 2024 | Bug fixingCode Generation | —Unverified | 0 |
| RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot | Jun 29, 2023 | Bug fixingLanguage Modeling | —Unverified | 0 |
| SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs? | Jul 13, 2023 | Binary ClassificationBug fixing | —Unverified | 0 |
| Tea: Program Repair Using Neural Network Based on Program Information Attention Matrix | Jul 17, 2021 | Bug fixingProgram Repair | —Unverified | 0 |
| The Foundation Cracks: A Comprehensive Study on Bugs and Testing Practices in LLM Libraries | Jun 14, 2025 | Bug fixingInference Optimization | —Unverified | 0 |
| Untangling Knots: Leveraging LLM for Error Resolution in Computational Notebooks | Mar 26, 2024 | Bug fixing | —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 |
| Repository-level Code Search with Neural Retrieval Methods | Feb 10, 2025 | Bug fixingCode Search | CodeCode Available | 0 |
