Word Sense Disambiguation On Senseval 3 Task

Results

Performance results of various models on this benchmark

		Paper Title	Repository
SemCor+WNGC, hypernyms	77.8	Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
LSTMLP (T:SemCor, U:1K)	71.8	Semi-supervised Word Sense Disambiguation with Neural Models	-
LSTMLP (T:SemCor, U:OMSTI)	71.1	Semi-supervised Word Sense Disambiguation with Neural Models	-
LSTMLP (T:OMSTI, U:1K)	71.0	Semi-supervised Word Sense Disambiguation with Neural Models	-
GASext (Concatenation)	70.5	Incorporating Glosses into Neural Word Sense Disambiguation
GAS (Concatenation)	70.2	Incorporating Glosses into Neural Word Sense Disambiguation
SemCor+WNGT, vocabulary reduced, ensemble	70.11	Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships	-
GASext (Linear)	70.1	Incorporating Glosses into Neural Word Sense Disambiguation
GAS (Linear)	70.0	Incorporating Glosses into Neural Word Sense Disambiguation
LSTM (T:SemCor)	69.2	Semi-supervised Word Sense Disambiguation with Neural Models	-
LSTM (T:OMSTI)	64.3	Semi-supervised Word Sense Disambiguation with Neural Models	-

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