PEGASUS-XL with saliency-guided scoring and long-input encoding for multi-document abstractive summarization
Abstract With the exponential growth of digital content, Multi-Document Summarization (MDS) has become increasingly critical for synthesizing dispersed information into coherent and contextually relevant summaries. This paper presents PEGASUS-XL, an enhanced abstractive summarization framework that...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-11062-2 |
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