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site/Advances, Frontiers, and Future of Issue Resolution in Software Engineering A Comprehensive Survey.pdf renamed to site/Advances and Frontiers of LLM-based Issue Resolution in Software Engineering A Comprehensive Survey.pdf

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site/index.html

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@@ -1009,7 +1009,7 @@ <h1 class="hero-title">✨ Awesome Issue Resolution</h1>
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<h2 id="abstract">📖 Abstract<a class="headerlink" href="#abstract" title="Permanent link">&para;</a></h2>
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<div class="abstract-content">
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<p>Based on a systematic review of 135 publications, 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 <a href="https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution">GitHub repository</a> and project documentation website. </p>
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<p>Based on a systematic review of 135 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 <a href="https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution">GitHub repository</a> and project documentation website. </p>
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<p><strong>🔍 Explore This Survey:</strong></p>
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<ul>
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<li>📊 <strong><a href="#data">Data</a></strong>: Evaluation and training datasets, data collection and synthesis methods</li>

site/paper/index.html

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<p>If you use this project or related survey in your research or system, please cite the following BibTeX:</p>
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<div class="highlight"><pre><span></span><code><span class="nc">@misc</span><span class="p">{</span><span class="nl">li2025awesome_issue_resolution</span><span class="p">,</span>
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<span class="w"> </span><span class="na">title</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Advances, Frontiers, and Future of Issue Resolution in Software Engineering: A Comprehensive Survey}</span><span class="p">,</span>
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<span class="w"> </span><span class="na">author</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Caihua Li and Lianghong Guo and Yanlin Wang and Wei Tao and Zhenyu Shan and Mingwei Liu and Jiachi Chen and Haoyu Song and Duyu Tang and Hongyu Zhang and Zibin Zheng}</span><span class="p">,</span>
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<span class="w"> </span><span class="na">author</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Caihua Li and Lianghong Guo and Yanlin Wang and Daya Guo and Wei Tao and Zhenyu Shan and Mingwei Liu and Jiachi Chen and Haoyu Song and Duyu Tang and Hongyu Zhang and Zibin Zheng}</span><span class="p">,</span>
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<span class="w"> </span><span class="na">year</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{2025}</span><span class="p">,</span>
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<span class="w"> </span><span class="na">howpublished</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{\url{https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution}}</span>
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<span class="p">}</span>

site/search/search_index.json

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site/sitemap.xml

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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/</loc>
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</url>
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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/about/</loc>
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</url>
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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/analysis/</loc>
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</url>
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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/cite/</loc>
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</url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/data/</loc>
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</url>
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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/methods/</loc>
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</url>
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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/paper/</loc>
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</url>
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<url>
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<loc>https://DeepSoftwareAnalytics.github.io/Awesome-Issue-Resolution/tables/</loc>
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</url>
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</urlset>

site/sitemap.xml.gz

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