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Models/BertSumExtAbs

BertSumExtAbs

Reported on 9 benchmarks across 2 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base6 results

  • Text SummarizationonX-Sum
    ROUGE-1· 2019-08-22
    38.81
    best: 50.3 (Selfmem)
    SOTA
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Text SummarizationonX-Sum
    ROUGE-2· 2019-08-22
    16.5
    best: 26.7 (Selfmem)
    SOTA
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Text SummarizationonX-Sum
    ROUGE-3· 2019-08-22
    31.27
    best: 41.6 (Selfmem)
    SOTA
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2019-08-22
    42.13
    best: 48.18 (Scrambled code + broken (alter))
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2019-08-22
    19.6
    best: 24.02 (Pegasus)
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2019-08-22
    39.18
    best: 45.35 (Scrambled code + broken (alter))
    Text Summarization with Pretrained EncodersarXiv:1908.08345

Natural Language Processing3 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2019-08-22
    42.13
    best: 48.18 (Scrambled code + broken (alter))
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2019-08-22
    19.6
    best: 24.02 (Pegasus)
    Text Summarization with Pretrained EncodersarXiv:1908.08345
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2019-08-22
    39.18
    best: 45.35 (Scrambled code + broken (alter))
    Text Summarization with Pretrained EncodersarXiv:1908.08345