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Models/NeuSUM

NeuSUM

Reported on 9 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Natural Language Processing6 results

  • Extractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2018-07-06
    41.59
    best: 44.68 (HAHSum)
    SOTA
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Extractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2018-07-06
    19.01
    best: 21.3 (HAHSum)
    SOTA
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Extractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2018-07-06
    37.98
    best: 40.75 (HAHSum)
    SOTA
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Document SummarizationonCNN / Daily Mail
    ROUGE-1· 2018-07-06
    41.59
    best: 48.18 (Scrambled code + broken (alter))
    SOTA
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Document SummarizationonCNN / Daily Mail
    ROUGE-2· 2018-07-06
    19.01
    best: 22.55 (PEGASUS + SummaReranker)
    SOTA
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Document SummarizationonCNN / Daily Mail
    ROUGE-L· 2018-07-06
    37.98
    best: 45.35 (Scrambled code + broken (alter))
    SOTA
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305

Knowledge Base6 results

  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2018-07-06
    41.59
    best: 48.18 (Scrambled code + broken (alter))
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2018-07-06
    19.01
    best: 24.02 (Pegasus)
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2018-07-06
    37.98
    best: 45.35 (Scrambled code + broken (alter))
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· 2018-07-06
    41.59
    best: 48.18 (Scrambled code + broken (alter))
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· 2018-07-06
    19.01
    best: 24.02 (Pegasus)
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· 2018-07-06
    37.98
    best: 45.35 (Scrambled code + broken (alter))
    Neural Document Summarization by Jointly Learning to Score and Select SentencesarXiv:1807.02305