LSTM (T:SemCor)

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Natural Language Processing5 results

Word Sense DisambiguationonSemEval 2007 Task 17
F1· 2016-03-22
64.2
best: 73.4 (SemCor+WNGC, hypernyms)
SOTA
Semi-supervised Word Sense Disambiguation with Neural Models arXiv:1603.07012
Word Sense DisambiguationonSensEval 2
F1· 2016-03-22
73.6
best: 79.7 (SemCor+WNGC, hypernyms)
Semi-supervised Word Sense Disambiguation with Neural Models arXiv:1603.07012
Word Sense DisambiguationonSensEval 3 Task 1
F1· 2016-03-22
69.2
best: 77.8 (SemCor+WNGC, hypernyms)
Semi-supervised Word Sense Disambiguation with Neural Models arXiv:1603.07012
Word Sense DisambiguationonSemEval 2013 Task 12
F1· 2016-03-22
67
best: 78.7 (SemCor+WNGC, hypernyms)
Semi-supervised Word Sense Disambiguation with Neural Models arXiv:1603.07012
Word Sense DisambiguationonSemEval 2007 Task 7
F1· 2016-03-22
82.8
best: 90.4 (SemCor+WNGC, hypernyms)
Semi-supervised Word Sense Disambiguation with Neural Models arXiv:1603.07012