Word Sense Disambiguation on SensEval 2

11개 결과 · ⬇ CSV · JSON

Rank	Model	F1	Paper	Code	Year
1	SemCor+WNGC, hypernyms	79.7	Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation	getalp/disambiguate · Gozzo18/WSD-Final-Homework---NLP	2019
2	SemCor+WNGT, vocabulary reduced, ensemble	75.15	Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships		2018
3	LSTMLP (T:OMSTI, U:1K)	74.4	Semi-supervised Word Sense Disambiguation with Neural Models		2016
4	LSTMLP (T:SemCor, U:OMSTI)	73.9	Semi-supervised Word Sense Disambiguation with Neural Models		2016
5	LSTMLP (T:SemCor, U:1K)	73.8	Semi-supervised Word Sense Disambiguation with Neural Models		2016
6	LSTM (T:SemCor)	73.6	Semi-supervised Word Sense Disambiguation with Neural Models		2016
7	GASext (Linear)	72.4	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
7	LSTM (T:OMSTI)	72.4	Semi-supervised Word Sense Disambiguation with Neural Models		2016
9	GASext (Concatenation)	72.2	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
10	GAS (Concatenation)	72.1	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
11	GAS (Linear)	72.0	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018