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SotA/Natural Language Processing/Word Sense Disambiguation/SensEval 3 Task 1

Word Sense Disambiguation on SensEval 3 Task 1

Metric: F1 (higher is better)

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#Model↕F1▼Extra DataPaperDate↕Code
1SemCor+WNGC, hypernyms77.8NoSense Vocabulary Compression through the Semanti...2019-05-14Code
2LSTMLP (T:SemCor, U:1K)71.8NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
3LSTMLP (T:SemCor, U:OMSTI)71.1NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
4LSTMLP (T:OMSTI, U:1K)71NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
5GASext (Concatenation)70.5NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
6GAS (Concatenation)70.2NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
7SemCor+WNGT, vocabulary reduced, ensemble70.11NoImproving the Coverage and the Generalization Ab...2018-11-02-
8GASext (Linear)70.1NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
9GAS (Linear)70NoIncorporating Glosses into Neural Word Sense Dis...2018-05-21Code
10LSTM (T:SemCor)69.2NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-
11LSTM (T:OMSTI)64.3NoSemi-supervised Word Sense Disambiguation with N...2016-03-22-