You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
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.
35
+
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.
36
36
37
37
> 🔎 **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.
38
38
@@ -96,7 +96,7 @@ Based on a systematic review of **196 papers and online resources**, this survey
96
96
## 📚 Complete Paper List
97
97
98
98
99
-
> **Total: 196 works** across 14 categories
99
+
> **Total: 197 works** across 14 categories
100
100
101
101
102
102
### 📊 Evaluation Datasets
@@ -106,6 +106,7 @@ Based on a systematic review of **196 papers and online resources**, this survey
106
106
-`(2026-03)`**BeyondSWE**: BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing? [](https://arxiv.org/abs/2603.03194)[](https://aweai-team.github.io/BeyondSWE/)[](https://github.com/AweAI-Team/BeyondSWE)[](https://huggingface.co/datasets/AweAI-Team/BeyondSWE)
107
107
-`(2026-02)`**SWE Context Bench**: SWE Context Bench: A Benchmark for Context Learning in Coding [](https://arxiv.org/pdf/2602.08316)
-`(2026-02)`**Rust-SWE-bench**: Evaluating and Improving Automated Repository-Level Rust Issue Resolution with LLM-based Agents [](https://arxiv.org/abs/2602.22764)[](https://github.com/GhabiX/Rust-SWE-Bench)
109
110
-`(2025-12)`**SWE-InfraBench**: SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code [](https://openreview.net/forum?id=XX0ciUwfXa)
0 commit comments