Word Sense Disambiguation on SensEval 3 Task 1

Metric: F1 (higher is better)

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#	Model↕	F1▼	Extra Data	Paper	Date↕	Code
1	SemCor+WNGC, hypernyms	77.8	No	Sense Vocabulary Compression through the Semanti...	2019-05-14	Code
2	LSTMLP (T:SemCor, U:1K)	71.8	No	Semi-supervised Word Sense Disambiguation with N...	2016-03-22	-
3	LSTMLP (T:SemCor, U:OMSTI)	71.1	No	Semi-supervised Word Sense Disambiguation with N...	2016-03-22	-
4	LSTMLP (T:OMSTI, U:1K)	71	No	Semi-supervised Word Sense Disambiguation with N...	2016-03-22	-
5	GASext (Concatenation)	70.5	No	Incorporating Glosses into Neural Word Sense Dis...	2018-05-21	Code
6	GAS (Concatenation)	70.2	No	Incorporating Glosses into Neural Word Sense Dis...	2018-05-21	Code
7	SemCor+WNGT, vocabulary reduced, ensemble	70.11	No	Improving the Coverage and the Generalization Ab...	2018-11-02	-
8	GASext (Linear)	70.1	No	Incorporating Glosses into Neural Word Sense Dis...	2018-05-21	Code
9	GAS (Linear)	70	No	Incorporating Glosses into Neural Word Sense Dis...	2018-05-21	Code
10	LSTM (T:SemCor)	69.2	No	Semi-supervised Word Sense Disambiguation with N...	2016-03-22	-
11	LSTM (T:OMSTI)	64.3	No	Semi-supervised Word Sense Disambiguation with N...	2016-03-22	-

#1SemCor+WNGC, hypernymsSOTA
77.8
F1· 2019-05-14
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation Code
#2LSTMLP (T:SemCor, U:1K)SOTA
71.8
F1· 2016-03-22
Semi-supervised Word Sense Disambiguation with Neural Models
#3LSTMLP (T:SemCor, U:OMSTI)
71.1
F1· 2016-03-22
Semi-supervised Word Sense Disambiguation with Neural Models
#4LSTMLP (T:OMSTI, U:1K)
71
F1· 2016-03-22
Semi-supervised Word Sense Disambiguation with Neural Models
#5GASext (Concatenation)
70.5
F1· 2018-05-21
Incorporating Glosses into Neural Word Sense Disambiguation Code
#6GAS (Concatenation)
70.2
F1· 2018-05-21
Incorporating Glosses into Neural Word Sense Disambiguation Code
#7SemCor+WNGT, vocabulary reduced, ensemble
70.11
F1· 2018-11-02
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships
#8GASext (Linear)
70.1
F1· 2018-05-21
Incorporating Glosses into Neural Word Sense Disambiguation Code
#9GAS (Linear)
70
F1· 2018-05-21
Incorporating Glosses into Neural Word Sense Disambiguation Code
#10LSTM (T:SemCor)
69.2
F1· 2016-03-22
Semi-supervised Word Sense Disambiguation with Neural Models
#11LSTM (T:OMSTI)
64.3
F1· 2016-03-22
Semi-supervised Word Sense Disambiguation with Neural Models