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Models/UCPhrase

UCPhrase

Reported on 14 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Natural Language Processing14 results

  • Keyphrase ExtractiononKP20k
    F1@10· 2021-05-28
    19.7
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKPTimes
    F1@10· 2021-05-28
    10.9
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKPTimes
    Recall· 2021-05-28
    83.4
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    F1· 2021-05-28
    73.5
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    Precision· 2021-05-28
    69.1
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    Recall· 2021-05-28
    78.9
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    F1· 2021-05-28
    73.9
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    Precision· 2021-05-28
    69.9
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    Recall· 2021-05-28
    78.3
    SOTA
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKP20k
    P@50K· 2021-05-28
    96.5
    best: 98.5 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKP20k
    P@5K· 2021-05-28
    96.5
    best: 100 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKPTimes
    P@50K· 2021-05-28
    95.5
    best: 96.5 (Wiki+RoBERTa )
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase RankingonKPTimes
    P@5K· 2021-05-28
    96.5
    best: 99 (Wiki+RoBERTa )
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKP20k
    Recall· 2021-05-28
    72.9
    best: 73 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078