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CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels

Paper     Huggingface Datasets

[2025.5] - Accepted to Findings of ACL 2025

[2025.1] - Add inference script

[2024.12] - CNNSum Dataset Release

We are excited to announce the release of the CNNSum dataset!

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.


Dataset Details

The dataset consists of two primary fields:

  • context: The novel excerpts
  • summary: The manually annotated summaries

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