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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
SemCor+WNGC, hypernyms
79.7
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
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:OMSTI, U:1K)
74.4
Semi-supervised Word Sense Disambiguation with Neural Models
LSTMLP (T:SemCor, U:OMSTI)
73.9
Semi-supervised Word Sense Disambiguation with Neural Models
LSTMLP (T:SemCor, U:1K)
73.8
Semi-supervised Word Sense Disambiguation with Neural Models
LSTM (T:SemCor)
73.6
Semi-supervised Word Sense Disambiguation with Neural Models
GASext (Linear)
72.4
Incorporating Glosses into Neural Word Sense Disambiguation
LSTM (T:OMSTI)
72.4
Semi-supervised Word Sense Disambiguation with Neural Models
GASext (Concatenation)
72.2
Incorporating Glosses into Neural Word Sense Disambiguation
GAS (Concatenation)
72.1
Incorporating Glosses into Neural Word Sense Disambiguation
GAS (Linear)
72.0
Incorporating Glosses into Neural Word Sense Disambiguation
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Word Sense Disambiguation On Senseval 2 | SOTA | HyperAI超神经