TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Selector & Pointer-Generator

Selector & Pointer-Generator

Reported on 6 benchmarks across 2 tasks · 1 paper

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

Knowledge Base3 results

  • Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2019-09-04
    41.72
    best: 48.18 (Scrambled code + broken (alter))
    Mixture Content Selection for Diverse Sequence GenerationarXiv:1909.01953
  • Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2019-09-04
    18.74
    best: 24.02 (Pegasus)
    Mixture Content Selection for Diverse Sequence GenerationarXiv:1909.01953
  • Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2019-09-04
    38.79
    best: 45.35 (Scrambled code + broken (alter))
    Mixture Content Selection for Diverse Sequence GenerationarXiv:1909.01953

Natural Language Processing3 results

  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-1· uses extra data· 2019-09-04
    41.72
    best: 48.18 (Scrambled code + broken (alter))
    Mixture Content Selection for Diverse Sequence GenerationarXiv:1909.01953
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-2· uses extra data· 2019-09-04
    18.74
    best: 24.02 (Pegasus)
    Mixture Content Selection for Diverse Sequence GenerationarXiv:1909.01953
  • Abstractive Text SummarizationonCNN / Daily Mail
    ROUGE-L· uses extra data· 2019-09-04
    38.79
    best: 45.35 (Scrambled code + broken (alter))
    Mixture Content Selection for Diverse Sequence GenerationarXiv:1909.01953