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论文解读 - Pretraining-Based Natural Language Generation for Text Summarization

viewcount 阅读999+次 count 289 字 ≈ 0.7 min 2019-03-14 2019-03-14 论文解读 论文解读 tags 深度学习, NLP, Summarization

Zhang H, Gong Y, Yan Y, et al. Pretraining-Based Natural Language Generation for Text Summarization[J]. arXiv preprint arXiv:1902.09243, 2019.

Organization: MSRA

BERT 用于文本生成任务的第一篇论文

论文解读 - Deep Communicating Agents for Abstractive Summarization

viewcount 阅读999+次 count 1866 字 ≈ 4.7 min 2019-03-22 2019-03-22 论文解读 论文解读 tags NLP, Summarization, 深度学习

Celikyilmaz A, Bosselut A, He X, et al. Deep communicating agents for abstractive summarization[J]. arXiv preprint arXiv:1803.10357, 2018.

NAACL18, Microsoft, Allen Institute, JD AI

该论文在 CNN / Daily Mail Non-anonymized version 取得 SOTA, 之后多篇论文均与该论文成果进行比较，值得一读。