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SOTA
词义消歧
Word Sense Disambiguation On Senseval 2
Word Sense Disambiguation On Senseval 2
评估指标
F1
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1
Paper Title
Repository
LSTMLP (T:OMSTI, U:1K)
74.4
Semi-supervised Word Sense Disambiguation with Neural Models
-
GAS (Linear)
72.0
Incorporating Glosses into Neural Word Sense Disambiguation
-
GASext (Linear)
72.4
Incorporating Glosses into Neural Word Sense Disambiguation
-
GASext (Concatenation)
72.2
Incorporating Glosses into Neural Word Sense Disambiguation
-
SemCor+WNGC, hypernyms
79.7
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
-
LSTM (T:SemCor)
73.6
Semi-supervised Word Sense Disambiguation with Neural Models
-
SemCor+WNGT, vocabulary reduced, ensemble
75.15
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships
-
LSTMLP (T:SemCor, U:OMSTI)
73.9
Semi-supervised Word Sense Disambiguation with Neural Models
-
GAS (Concatenation)
72.1
Incorporating Glosses into Neural Word Sense Disambiguation
-
LSTMLP (T:SemCor, U:1K)
73.8
Semi-supervised Word Sense Disambiguation with Neural Models
-
LSTM (T:OMSTI)
72.4
Semi-supervised Word Sense Disambiguation with Neural Models
-
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