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Models/AutoPhrase

AutoPhrase

Reported on 12 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 Processing12 results

  • 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
    F1@10· 2021-05-28
    18.2
    best: 19.7 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKP20k
    Recall· 2021-05-28
    62.9
    best: 73 (Wiki+RoBERTa)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKPTimes
    F1@10· 2021-05-28
    10.3
    best: 10.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Keyphrase ExtractiononKPTimes
    Recall· 2021-05-28
    77.8
    best: 83.4 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    F1· 2021-05-28
    45.9
    best: 73.5 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    Precision· 2021-05-28
    44.2
    best: 69.1 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKPTimes
    Recall· 2021-05-28
    47.7
    best: 78.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    F1· 2021-05-28
    49.7
    best: 73.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    Precision· 2021-05-28
    55.2
    best: 69.9 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078
  • Phrase TaggingonKP20k
    Recall· 2021-05-28
    45.2
    best: 78.3 (UCPhrase)
    UCPhrase: Unsupervised Context-aware Quality Phrase TaggingarXiv:2105.14078