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README.md

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[![Hugging Face](https://img.shields.io/badge/HF_Paper-2601.11655-FFD21E?style=for-the-badge&logo=huggingface&logoColor=000)](https://huggingface.co/papers/2601.11655)
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[![Tables](https://img.shields.io/badge/TABLES-Statistics-blue?style=for-the-badge&logo=databricks)](https://deepsoftwareanalytics.github.io/Awesome-Issue-Resolution/tables/)
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[![Contributors](https://img.shields.io/github/contributors/DeepSoftwareAnalytics/Awesome-Issue-Resolution?style=for-the-badge&color=green&logo=github)](https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution/graphs/contributors)
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![Papers Count](https://img.shields.io/badge/papers-196-green?style=for-the-badge&logo=googlescholar&logoColor=white)
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![Papers Count](https://img.shields.io/badge/papers-197-green?style=for-the-badge&logo=googlescholar&logoColor=white)
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[**📖 Documentation Website**](https://deepsoftwareanalytics.github.io/Awesome-Issue-Resolution/) | [**📄 Full Paper**](https://deepsoftwareanalytics.github.io/Awesome-Issue-Resolution/paper/) | [**📋 Tables & Resources**](https://deepsoftwareanalytics.github.io/Awesome-Issue-Resolution/tables/)
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## 📖 Abstract
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Based on a systematic review of **196 papers and online resources**, this survey establishes a holistic theoretical framework for Issue Resolution in software engineering. We examine how **Large Language Models (LLMs)** are transforming the automation of GitHub issue resolution. Beyond the theoretical analysis, we have curated a comprehensive collection of datasets and model training resources, which are continuously synchronized with our GitHub repository and project documentation website.
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Based on a systematic review of **197 papers and online resources**, this survey establishes a holistic theoretical framework for Issue Resolution in software engineering. We examine how **Large Language Models (LLMs)** are transforming the automation of GitHub issue resolution. Beyond the theoretical analysis, we have curated a comprehensive collection of datasets and model training resources, which are continuously synchronized with our GitHub repository and project documentation website.
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> 🔎 **Browse & Export**: The full paper database is searchable and exportable at **[deepsoftwareanalytics.github.io/Awesome-Issue-Resolution/admin/](https://deepsoftwareanalytics.github.io/Awesome-Issue-Resolution/admin/)** — filter by category, date, or keyword, and export results as CSV.
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## 📚 Complete Paper List
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> **Total: 196 works** across 14 categories
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> **Total: 197 works** across 14 categories
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### 📊 Evaluation Datasets
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- `(2026-03)` **BeyondSWE**: BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? [![arXiv](https://img.shields.io/badge/arXiv-paper-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2603.03194) [![Website](https://img.shields.io/badge/Website-paper-5B9BD5?logo=googlechrome&logoColor=white)](https://aweai-team.github.io/BeyondSWE/) [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/AweAI-Team/BeyondSWE) [![HuggingFace](https://img.shields.io/badge/HuggingFace-dataset-ff7e21?logo=huggingface&logoColor=white)](https://huggingface.co/datasets/AweAI-Team/BeyondSWE)
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- `(2026-02)` **SWE Context Bench**: SWE Context Bench: A Benchmark for Context Learning in Coding [![arXiv](https://img.shields.io/badge/arXiv-paper-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/pdf/2602.08316)
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- `(2026-02)` **SWE-ABS**: SWE-ABS: Adversarial Benchmark Strengthening Exposes Inflated Success Rates on Test-based Benchmark [![arXiv](https://img.shields.io/badge/arXiv-paper-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2603.00520)
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- `(2026-02)` **Rust-SWE-bench**: Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents [![arXiv](https://img.shields.io/badge/arXiv-paper-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2602.22764) [![GitHub](https://img.shields.io/badge/GitHub-repo-24292F?logo=github&logoColor=white)](https://github.com/GhabiX/Rust-SWE-Bench)
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- `(2025-12)` **SWE-InfraBench**: SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code [![OpenReview](https://img.shields.io/badge/OpenReview-paper-8C1B13?logo=openreview&logoColor=white)](https://openreview.net/forum?id=XX0ciUwfXa)
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- `(2025-12)` **SWE-EVO**: SWE-EVO: Benchmarking Coding Agents in Long-Horizon Software Evolution Scenarios [![arXiv](https://img.shields.io/badge/arXiv-paper-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2512.18470)
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- `(2025-11)` **SWE-Sharp-Bench**: SWE-Sharp-Bench: A Reproducible Benchmark for C# Software Engineering Tasks [![arXiv](https://img.shields.io/badge/arXiv-paper-B31B1B?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2511.02352)

data/papers_evaluation_datasets.yaml

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month: 2026-02
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links:
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arxiv: https://arxiv.org/abs/2603.00520
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- short_name: Rust-SWE-bench
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title: Evaluating and Improving Automated Repository-Level Rust Issue Resolution
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with LLM-based Agents
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authors: Jiahong Xiang, Wenxiao He, Xihua Wang, Hongliang Tian, Yuqun Zhang
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year: '2026'
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venue: arXiv preprint arXiv:2602.22764
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month: 2026-02
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links:
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arxiv: https://arxiv.org/abs/2602.22764
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github: https://github.com/GhabiX/Rust-SWE-Bench
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- short_name: SWE-InfraBench
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title: 'SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code'
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authors: Natalia Tarasova, Enrique Balp-Straffon, Aleksei Iancheruk, Yevhenii Sielskyi,

docs/admin/data.json

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{
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"generated": "2026-03-05",
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"stats": {
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"total": 196,
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"data": 48,
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"total": 197,
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"data": 49,
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"methods": 128,
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"analysis": 21
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},
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"arxiv": "https://arxiv.org/abs/2603.01327"
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}
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},
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{
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"id": 198,
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"short_name": "Rust-SWE-bench",
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"title": "Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents",
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"authors": "Jiahong Xiang, Wenxiao He, Xihua Wang, Hongliang Tian, Yuqun Zhang",
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"venue": "arXiv preprint arXiv:2602.22764",
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"month": "2026-02",
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"category": "evaluation_datasets",
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"links": {
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"arxiv": "https://arxiv.org/abs/2602.22764",
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"github": "https://github.com/GhabiX/Rust-SWE-Bench"
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}
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},
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{
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"id": 195,
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"short_name": "Scale-SWE",

docs/index.md

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<a href="https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution/graphs/contributors" target="_blank">
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<img src="https://img.shields.io/github/contributors/DeepSoftwareAnalytics/Awesome-Issue-Resolution?style=for-the-badge&color=green&logo=github" alt="Contributors">
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</a>
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<img src="https://img.shields.io/badge/papers-196-green?style=for-the-badge&logo=googlescholar&logoColor=white" alt="Papers Count">
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<img src="https://img.shields.io/badge/papers-197-green?style=for-the-badge&logo=googlescholar&logoColor=white" alt="Papers Count">
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</div>
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<!-- Interactive Exploration Badges -->

site/index.html

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<a href="https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution/graphs/contributors" target="_blank">
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<!-- Interactive Exploration Badges -->

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