Papers by Thieu Doan
Abstractive Text Summarization Using the BRIO Training Paradigm (2023.findings-acl)
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| Challenge: | Existing abstractive summarization models rely heavily on reference summaries and lack control over their performance. |
| Approach: | They propose a BRIO paradigm to reduce the dependence on reference summaries by fine-tuning pre-trained language models and training them with the paradigm. |
| Outcome: | The proposed paradigm outperforms existing models on Vietnamese and CNNDM datasets while maintaining the main content of the original text. |