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license: cc-by-4.0 |
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task_categories: |
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- summarization |
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language: |
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- zh |
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--- |
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# **CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels** |
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[Paper](https://arxiv.org/abs/2412.02819) [GitHub](https://github.com/CxsGhost/CNNSum) |
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#### **[2025.5] - Accepted to Findings of ACL 2025** |
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#### **[2025.1] - Add inference script** |
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#### **[2024.12] - CNNSum Dataset Release** |
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We are excited to announce the release of the **CNNSum dataset**! |
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As outlined in **Section 3.1** and **Appendix E** of our paper, we have conducted a final round of manual cleaning to address any possible omissions. This process affects only a minimal number of samples, ensuring that the length statistics reported in our paper remain virtually unchanged. |
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### **Dataset Details** |
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The dataset consists of two primary fields: |
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- **context**: The novel excerpts |
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- **summary**: The manually annotated summaries |
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