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Models/TopMine

TopMine

Reported on 14 benchmarks across 3 tasks · 1 paper

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

Natural Language Processing14 results

  • Phrase RankingonKP20k
    P@50K· 2021-05-28
    78
    best: 98.5 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKP20k
    P@5K· 2021-05-28
    81.5
    best: 100 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKPTimes
    P@50K· 2021-05-28
    71
    best: 96.5 (Wiki+RoBERTa )
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKPTimes
    P@5K· 2021-05-28
    85.5
    best: 99 (Wiki+RoBERTa )
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKP20k
    F1@10· 2021-05-28
    15
    best: 19.7 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKP20k
    Recall· 2021-05-28
    53.3
    best: 73 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKPTimes
    F1@10· 2021-05-28
    8.5
    best: 10.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKPTimes
    Recall· 2021-05-28
    63.4
    best: 83.4 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    F1· 2021-05-28
    34
    best: 73.5 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    Precision· 2021-05-28
    32
    best: 69.1 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    Recall· 2021-05-28
    36.3
    best: 78.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    F1· 2021-05-28
    40.6
    best: 73.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    Precision· 2021-05-28
    39.8
    best: 69.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    Recall· 2021-05-28
    41.4
    best: 78.3 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078