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SotA/Natural Language Processing/Word Sense Disambiguation/SemEval 2013 Task 12

Word Sense Disambiguation on SemEval 2013 Task 12

Metric: F1 (higher is better)

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#Model↕F1▼Extra DataPaperDate↕Code
1SemCor+WNGC, hypernyms78.7NoSense Vocabulary Compression through the Semanti...2019-05-14Code
2SemCor+WNGT, vocabulary reduced, ensemble72.63NoImproving the Coverage and the Generalization Ab...2018-11-02-
3LSTMLP (T:SemCor, U:1K)69.5NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
4LSTMLP (T:OMSTI, U:1K)68.1NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
5LSTMLP (T:SemCor, U:OMSTI)67.9NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
6LSTM (T:OMSTI)67.3NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
7GASext (Concatenation)67.2NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
8GASext (Linear)67.1NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
9GAS (Concatenation)67NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
10LSTM (T:SemCor)67NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
11GAS (Linear)66.7NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
12ShotgunWSD 2.063.05NoShotgunWSD: An unsupervised algorithm for global...2017-07-25-