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| AutoCodeRover: Autonomous Program Improvement | Apr 8, 2024 | Bug fixingCode Search | CodeCode Available | 7 |
| 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 |
| SWE-bench: Can Language Models Resolve Real-World GitHub Issues? | Oct 10, 2023 | Bug fixingCode Generation | CodeCode Available | 4 |
| 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 |
| GPT-4 Technical Report | Mar 15, 2023 | answerability predictionArithmetic Reasoning | CodeCode Available | 6 |
| 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 |
| CoditT5: Pretraining for Source Code and Natural Language Editing | Aug 10, 2022 | Bug fixingLanguage Modeling | CodeCode Available | 1 |
| Bug Fix Time Optimization Using Matrix Factorization and Iterative Gale-Shaply Algorithms | Jul 14, 2022 | Bug fixingInformation Retrieval | —Unverified | 0 |
| FixEval: Execution-based Evaluation of Program Fixes for Programming Problems | Jun 15, 2022 | Bug fixing | CodeCode Available | 1 |
| Leveraging Causal Inference for Explainable Automatic Program Repair | May 26, 2022 | Bug fixingCausal Inference | —Unverified | 0 |
| S-DABT: Schedule and Dependency-Aware Bug Triage in Open-Source Bug Tracking Systems | Apr 12, 2022 | BlockingBug fixing | CodeCode Available | 0 |
| RoPGen: Towards Robust Code Authorship Attribution via Automatic Coding Style Transformation | Feb 12, 2022 | Authorship AttributionBug fixing | CodeCode Available | 1 |
| Enabling Automatic Repair of Source Code Vulnerabilities Using Data-Driven Methods | Feb 7, 2022 | Bug fixingProgram Repair | —Unverified | 0 |
| Fix-Filter-Fix: Intuitively Connect Any Models for Effective Bug Fixing | Nov 1, 2021 | Bug fixingMachine Translation | —Unverified | 0 |
