Joint Word Representation Learning using a Corpus and a Semantic Lexicon

1 code implementation • 19 Nov 2015 • Danushka Bollegala, Alsuhaibani Mohammed, Takanori Maehara, Ken-ichi Kawarabayashi

For this purpose, we propose a joint word representation learning method that simultaneously predicts the co-occurrences of two words in a sentence subject to the relational constrains given by the semantic lexicon.

Representation Learning Semantic Similarity +2