CoTHSSum: Structured long-document summarization via chain-of-thought reasoning and hierarchical segmentation
Abstract Long-document summarization remains a challenging task for large language models (LLMs), which often suffer from input length constraints, semantic incoherence, and factual hallucinations when processing extensive and complex texts. In this paper, we propose a novel summarization framework...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-05-01
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| Series: | Journal of King Saud University: Computer and Information Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s44443-025-00041-2 |
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