Showing posts with label word2vec. Show all posts
Showing posts with label word2vec. Show all posts

2015-05-26

Computing numeric representations of words in a high-dimensional space - Google Inc.

http://www.freepatentsonline.com/9037464.html
United States Patent 9037464

Inventors:
Mikolov, Tomas (Jersey City, NJ, US)
Chen, Kai (San Bruno, CA, US)
Corrado, Gregory S. (San Francisco, CA, US)
Dean, Jeffrey A. (Palo Alto, CA, US)
word2vec 関連の特許。

2015-04-27

GloVe: Global Vectors for Word Representation

http://nlp.stanford.edu/projects/glove/
GloVe is an unsupervised learning algorithm for obtaining vector representations for words. Training is performed on aggregated global word-word co-occurrence statistics from a corpus, and the resulting representations showcase interesting linear substructures of the word vector space.