10.1371/journal.pone.0193094.g001
Mohammed Alsuhaibani
Mohammed
Alsuhaibani
Danushka Bollegala
Danushka
Bollegala
Takanori Maehara
Takanori
Maehara
Ken-ichi Kawarabayashi
Ken-ichi
Kawarabayashi
Effect of the corpus size.
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_the_corpus_size_/5975014
<p>The effect of varying the size of the corpus under SKB, NNE, HNE on the <b>MEN</b> dataset. The full WordNet is used as the KB.</p>