Word Sense Disambiguation On Senseval 2

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Modellname	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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