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Models/LexRank

LexRank

Reported on 7 benchmarks across 1 task · 2 papers · 6 SOTA

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

Natural Language Processing7 results

  • SummarizationonarXiv Summarization Dataset
    ROUGE-1· 2018-04-16
    33.85
    best: 40.92 (FAR)
    SOTA
    A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsarXiv:1804.05685
  • SummarizationonarXiv Summarization Dataset
    ROUGE-2· 2018-04-16
    10.73
    best: 13.75 (FAR)
    SOTA
    A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsarXiv:1804.05685
  • SummarizationonarXiv Summarization Dataset
    ROUGE-L· 2018-04-16
    28.99
    best: 35.56 (FAR)
    SOTA
    A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsarXiv:1804.05685
  • SummarizationonPubmed
    ROUGE-1· 2018-04-16
    39.19
    best: 43.58 (HipoRank)
    SOTA
    A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsarXiv:1804.05685
  • SummarizationonPubmed
    ROUGE-2· 2018-04-16
    13.89
    best: 17 (HipoRank)
    SOTA
    A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsarXiv:1804.05685
  • SummarizationonPubmed
    ROUGE-L· 2018-04-16
    34.59
    best: 39.31 (HipoRank)
    SOTA
    A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsarXiv:1804.05685
  • SummarizationonFacetSum
    ROUGE-L· 2021-05-31
    42.18
    best: 42.89 (HipoRank)
    Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific DocumentsarXiv:2106.00130