Word Sense Disambiguation On Senseval 2

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

		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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