| Using Developer Discussions to Guide Fixing Bugs in Software | Nov 11, 2022 | Bug fixing | CodeCode Available | 0 | 5 |
| GREEN-CODE: Learning to Optimize Energy Efficiency in LLM-based Code Generation | Jan 19, 2025 | Bug fixingCode Completion | CodeCode Available | 0 | 5 |
| ADPTriage: Approximate Dynamic Programming for Bug Triage | Nov 2, 2022 | Bug fixingDecision Making | CodeCode Available | 0 | 5 |
| Patched RTC: evaluating LLMs for diverse software development tasks | Jul 23, 2024 | Bug fixingModel Selection | CodeCode Available | 0 | 5 |
| Unraveling Code Clone Dynamics in Deep Learning Frameworks | Apr 25, 2024 | Bug fixingDeep Learning | CodeCode Available | 0 | 5 |
| Automating Code-Related Tasks Through Transformers: The Impact of Pre-training | Feb 8, 2023 | Bug fixingCode Completion | CodeCode Available | 0 | 5 |
| VeriDebug: A Unified LLM for Verilog Debugging via Contrastive Embedding and Guided Correction | Apr 27, 2025 | Bug fixing | —Unverified | 0 | 0 |
| An Empirical Investigation into Learning Bug-Fixing Patches in the Wild via Neural Machine Translation | Sep 7, 2018 | Bug fixingDecoder | —Unverified | 0 | 0 |
| An Empirical Study on LLM-based Agents for Automated Bug Fixing | Nov 15, 2024 | Bug fixingFault localization | —Unverified | 0 | 0 |
| APE-Bench I: Towards File-level Automated Proof Engineering of Formal Math Libraries | Apr 27, 2025 | Automated Theorem ProvingBug fixing | —Unverified | 0 | 0 |
| A Study of Vulnerability Repair in JavaScript Programs with Large Language Models | Mar 19, 2024 | Bug fixingCode Generation | —Unverified | 0 | 0 |
| Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol | Mar 7, 2025 | BenchmarkingBug fixing | —Unverified | 0 | 0 |
| Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms | Jul 14, 2022 | Bug fixingInformation Retrieval | —Unverified | 0 | 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 | 0 |
| Code Comparison Tuning for Code Large Language Models | Mar 28, 2024 | Bug fixing | —Unverified | 0 | 0 |
| Copilot Evaluation Harness: Evaluating LLM-Guided Software Programming | Feb 22, 2024 | Bug fixingCode Generation | —Unverified | 0 | 0 |
| Debug Smarter, Not Harder: AI Agents for Error Resolution in Computational Notebooks | Oct 18, 2024 | AI AgentBug fixing | —Unverified | 0 | 0 |
| Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 | Nov 27, 2022 | Bug fixingLanguage Modeling | —Unverified | 0 | 0 |
| Empirical evaluation of LLMs in predicting fixes of Configuration bugs in Smart Home System | Feb 16, 2025 | Bug fixing | —Unverified | 0 | 0 |
| Enabling Automatic Repair of Source Code Vulnerabilities Using Data-Driven Methods | Feb 7, 2022 | Bug fixingProgram Repair | —Unverified | 0 | 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 | 0 |
| Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing | Nov 1, 2021 | Bug fixingMachine Translation | —Unverified | 0 | 0 |
| GrACE: Generation using Associated Code Edits | May 23, 2023 | Bug fixingCode Generation | —Unverified | 0 | 0 |
| GRAPHIX: A Pre-trained Graph Edit Model for Automated Program Repair | Sep 29, 2021 | Bug fixingDecoder | —Unverified | 0 | 0 |
| Leveraging Causal Inference for Explainable Automatic Program Repair | May 26, 2022 | Bug fixingCausal Inference | —Unverified | 0 | 0 |
