Word Sense Disambiguation On Senseval 3 Task

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	F1	Paper Title	Repository
LSTMLP (T:SemCor, U:OMSTI)	71.1	Semi-supervised Word Sense Disambiguation with Neural Models	-
SemCor+WNGT, vocabulary reduced, ensemble	70.11	Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships	-
LSTMLP (T:SemCor, U:1K)	71.8	Semi-supervised Word Sense Disambiguation with Neural Models	-
GASext (Concatenation)	70.5	Incorporating Glosses into Neural Word Sense Disambiguation
LSTMLP (T:OMSTI, U:1K)	71.0	Semi-supervised Word Sense Disambiguation with Neural Models	-
LSTM (T:SemCor)	69.2	Semi-supervised Word Sense Disambiguation with Neural Models	-
GAS (Linear)	70.0	Incorporating Glosses into Neural Word Sense Disambiguation
GAS (Concatenation)	70.2	Incorporating Glosses into Neural Word Sense Disambiguation
GASext (Linear)	70.1	Incorporating Glosses into Neural Word Sense Disambiguation
SemCor+WNGC, hypernyms	77.8	Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
LSTM (T:OMSTI)	64.3	Semi-supervised Word Sense Disambiguation with Neural Models	-

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