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Word Sense Disambiguation On Senseval 3 Task

Metrics

F1

Results

Performance results of various models on this benchmark

Model Name
F1
Paper TitleRepository
LSTMLP (T:SemCor, U:OMSTI)71.1Semi-supervised Word Sense Disambiguation with Neural Models-
SemCor+WNGT, vocabulary reduced, ensemble70.11Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships-
LSTMLP (T:SemCor, U:1K)71.8Semi-supervised Word Sense Disambiguation with Neural Models-
GASext (Concatenation)70.5Incorporating Glosses into Neural Word Sense Disambiguation-
LSTMLP (T:OMSTI, U:1K)71.0Semi-supervised Word Sense Disambiguation with Neural Models-
LSTM (T:SemCor)69.2Semi-supervised Word Sense Disambiguation with Neural Models-
GAS (Linear)70.0Incorporating Glosses into Neural Word Sense Disambiguation-
GAS (Concatenation)70.2Incorporating Glosses into Neural Word Sense Disambiguation-
GASext (Linear)70.1Incorporating Glosses into Neural Word Sense Disambiguation-
SemCor+WNGC, hypernyms77.8Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation-
LSTM (T:OMSTI)64.3Semi-supervised Word Sense Disambiguation with Neural Models-
0 of 11 row(s) selected.
Word Sense Disambiguation On Senseval 3 Task | SOTA | HyperAI