Word2vec’s Distributed Word Representation for Hindi Word Sense Disambiguation

2019 ◽  
pp. 325-335
Author(s):  
Archana Kumari ◽  
D. K. Lobiyal
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Sense Disambiguation ◽  
Word Representation

scholarly journals Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract)

2020 ◽  
Vol 34 (10) ◽  
pp. 13947-13948
Author(s):  
Jie Wang ◽  
Zhenxin Fu ◽  
Moxin Li ◽  
Haisong Zhang ◽  
Dongyan Zhao ◽  
...  
Keyword(s):  
State Of The Art ◽  
Word Sense Disambiguation ◽  
Ambiguous Word ◽  
The State ◽  
Word Sense ◽  
Sense Disambiguation ◽  
Word Representation ◽  
Sense Representation

Unsupervised WSD methods do not rely on annotated training datasets and can use WordNet. Since each ambiguous word in the WSD task exists in WordNet and each sense of the word has a gloss, we propose SGM and MGM to learn sense representations for words in WordNet using the glosses. In the WSD task, we calculate the similarity between each sense of the ambiguous word and its context to select the sense with the highest similarity. We evaluate our method on several benchmark WSD datasets and achieve better performance than the state-of-the-art unsupervised WSD systems.

Graph Based Word Sense Disambiguation Method Using Distance Between Words

2012 ◽  
Vol 23 (4) ◽  
pp. 776-785 ◽  
Author(s):  
Zhi-Zhuo YANG ◽  
He-Yan HUANG
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Sense Disambiguation

scholarly journals Multimodal Word Sense Disambiguation in Creative Practice

2020 ◽  
Author(s):  
Manuel Ladron de Guevara ◽  
Christopher George ◽  
Akshat Gupta ◽  
Daragh Byrne ◽  
Ramesh Krishnamurti
Keyword(s):  
Word Sense Disambiguation ◽  
Word Sense ◽  
Creative Practice ◽  
Sense Disambiguation

scholarly journals Spreading semantic information by Word Sense Disambiguation

2017 ◽  
Vol 132 ◽  
pp. 47-61 ◽  
Author(s):  
Yoan Gutiérrez ◽  
Sonia Vázquez ◽  
Andrés Montoyo
Keyword(s):  
Semantic Information ◽  
Word Sense Disambiguation ◽  
Word Sense ◽  
Sense Disambiguation

Word Sense Disambiguation in the Biomedical Domain: An Overview

2005 ◽  
Vol 12 (5) ◽  
pp. 554-565 ◽  
Author(s):  
Martijn J. Schuemie ◽  
Jan A. Kors ◽  
Barend Mons
Keyword(s):  
Word Sense Disambiguation ◽  
Biomedical Domain ◽  
Word Sense ◽  
Sense Disambiguation
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