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Models/SemCor+WNGC, hypernyms

SemCor+WNGC, hypernyms

Reported on 11 benchmarks across 1 task · 1 paper · 11 SOTA

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

Natural Language Processing11 results

  • Word Sense DisambiguationonSupervised:
    SemEval 2007· 2019-05-14
    73.4
    best: 80.9 (SANDWiCH)
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSupervised:
    SemEval 2013· 2019-05-14
    78.7
    best: 92.6 (SANDWiCH)
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSupervised:
    SemEval 2015· 2019-05-14
    82.6
    best: 91.5 (SANDWiCH)
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSupervised:
    Senseval 2· 2019-05-14
    79.7
    best: 87.8 (SANDWiCH)
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSupervised:
    Senseval 3· 2019-05-14
    77.8
    best: 85.7 (SANDWiCH)
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSensEval 2
    F1· 2019-05-14
    79.7
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSensEval 3 Task 1
    F1· 2019-05-14
    77.8
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSemEval 2013 Task 12
    F1· 2019-05-14
    78.7
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSemEval 2015 Task 13
    F1· 2019-05-14
    82.6
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSemEval 2007 Task 7
    F1· 2019-05-14
    90.4
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677
  • Word Sense DisambiguationonSemEval 2007 Task 17
    F1· 2019-05-14
    73.4
    SOTA
    Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense DisambiguationarXiv:1905.05677