Word Sense Disambiguation on SensEval 3 Task 1

11개 결과 · ⬇ CSV · JSON

Rank	Model	F1	Paper	Code	Year
1	SemCor+WNGC, hypernyms	77.8	Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation	getalp/disambiguate · Gozzo18/WSD-Final-Homework---NLP	2019
2	LSTMLP (T:SemCor, U:1K)	71.8	Semi-supervised Word Sense Disambiguation with Neural Models		2016
3	LSTMLP (T:SemCor, U:OMSTI)	71.1	Semi-supervised Word Sense Disambiguation with Neural Models		2016
4	LSTMLP (T:OMSTI, U:1K)	71.0	Semi-supervised Word Sense Disambiguation with Neural Models		2016
5	GASext (Concatenation)	70.5	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
6	GAS (Concatenation)	70.2	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
7	SemCor+WNGT, vocabulary reduced, ensemble	70.11	Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships		2018
8	GASext (Linear)	70.1	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
9	GAS (Linear)	70.0	Incorporating Glosses into Neural Word Sense Disambiguation	jimiyulu/WSD_MemNN	2018
10	LSTM (T:SemCor)	69.2	Semi-supervised Word Sense Disambiguation with Neural Models		2016
11	LSTM (T:OMSTI)	64.3	Semi-supervised Word Sense Disambiguation with Neural Models		2016