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Word Sense Disambiguation On Semeval 2013
Word Sense Disambiguation On Semeval 2013
평가 지표
F1
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
F1
Paper Title
Repository
SemCor+WNGC, hypernyms
78.7
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
-
LSTM (T:SemCor)
67.0
Semi-supervised Word Sense Disambiguation with Neural Models
-
LSTMLP (T:SemCor, U:1K)
69.5
Semi-supervised Word Sense Disambiguation with Neural Models
-
GASext (Concatenation)
67.2
Incorporating Glosses into Neural Word Sense Disambiguation
-
GAS (Concatenation)
67.0
Incorporating Glosses into Neural Word Sense Disambiguation
-
GASext (Linear)
67.1
Incorporating Glosses into Neural Word Sense Disambiguation
-
LSTMLP (T:OMSTI, U:1K)
68.1
Semi-supervised Word Sense Disambiguation with Neural Models
-
ShotgunWSD 2.0
63.05
ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing
-
LSTMLP (T:SemCor, U:OMSTI)
67.9
Semi-supervised Word Sense Disambiguation with Neural Models
-
LSTM (T:OMSTI)
67.3
Semi-supervised Word Sense Disambiguation with Neural Models
-
SemCor+WNGT, vocabulary reduced, ensemble
72.63
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships
-
GAS (Linear)
66.7
Incorporating Glosses into Neural Word Sense Disambiguation
-
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