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

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docs/index.md

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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 [GitHub repository](https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution) and project documentation website.
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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 [GitHub repository](https://github.com/DeepSoftwareAnalytics/Awesome-Issue-Resolution) and project documentation website.
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**🔍 Explore This Survey:**
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docs/paper.md

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## Paper Preview
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<embed src="../Advances, Frontiers, and Future of Issue Resolution in Software Engineering A Comprehensive Survey.pdf" type="application/pdf" width="100%" height="1000px" style="border: none; border-radius: 8px; box-shadow: 0 4px 12px rgba(0,0,0,0.1);">
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<embed src="../Advances and Frontiers of LLM-based Issue Resolution in Software Engineering A Comprehensive Survey.pdf" type="application/pdf" width="100%" height="1000px" style="border: none; border-radius: 8px; box-shadow: 0 4px 12px rgba(0,0,0,0.1);">
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<a href="../Advances, Frontiers, and Future of Issue Resolution in Software Engineering A Comprehensive Survey.pdf" class="download-btn" download>
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<a href="../Advances and Frontiers of LLM-based Issue Resolution in Software Engineering A Comprehensive Survey.pdf" class="download-btn" download>
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site/paper/index.html

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<h1 id="paper">Paper<a class="headerlink" href="#paper" title="Permanent link">&para;</a></h1>
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<h2 id="paper-preview">Paper Preview<a class="headerlink" href="#paper-preview" title="Permanent link">&para;</a></h2>
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<embed src="../Advances and Frontiers of LLM-based Issue Resolution in Software Engineering A Comprehensive Survey.pdf" type="application/pdf" width="100%" height="1000px" style="border: none; border-radius: 8px; box-shadow: 0 4px 12px rgba(0,0,0,0.1);">
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<div class="paper-download">
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<a href="../Advances, Frontiers, and Future of Issue Resolution in Software Engineering A Comprehensive Survey.pdf" class="download-btn" download>
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<a href="../Advances and Frontiers of LLM-based Issue Resolution in Software Engineering A Comprehensive Survey.pdf" class="download-btn" download>
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