10.1371/journal.pone.0193094.g009
Mohammed Alsuhaibani
Mohammed
Alsuhaibani
Danushka Bollegala
Danushka
Bollegala
Takanori Maehara
Takanori
Maehara
Ken-ichi Kawarabayashi
Ken-ichi
Kawarabayashi
Effect of dimensionality.
Public Library of Science
2018
word embeddings learnt
HNE
NNE
objective function subject
method
Hedged Nearest Neighbour Expansion
word embeddings
NLP
word analogy detection tasks
KB
corpus co-occurrence statistics
manually-created knowledge bases
Nearest Neighbour Expansion
knowledge base Methods
2018-03-12 18:30:10
Figure
https://plos.figshare.com/articles/figure/Effect_of_dimensionality_/5975038
<p>The impact of the dimensionality of the word embeddings learnt evaluated on the <b>RG</b>, <b>MC</b>, <b>RW</b>, <b>SCWS</b> and <b>MEN</b> datasets.</p>