40 citations · 152 across the 36 of their papers we have counts for
3 papers · 1 filter
Joint Word Representation Learning using a Corpus and a Semantic Lexicon
Danushka Bollegala, Alsuhaibani Mohammed, Takanori Maehara +1
Methods for learning word representations using large text corpora have received much attention lately due to their impressive performance in numerous natural language processing (…
Unsupervised Cross-Domain Word Representation Learning
Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
Meaning of a word varies from one domain to another. Despite this important domain dependence in word semantics, existing word representation learning methods are bound to a single…
Embedding Semantic Relations into Word Representations
Danushka Bollegala, Takanori Maehara, Ken-ichi Kawarabayashi
Learning representations for semantic relations is important for various tasks such as analogy detection, relational search, and relation classification. Although there have been s…