This is an implementation of Stanford's Word Embedding Tool, GloVe.
For GloVe, it is a log-bilinear model with a weighted least-squares objective. This allows for the model to observe the ratio of word-word co-occurence probabilities for target words.
This is an extension of the Word2Vec package created by Google.
Ryan Nicholas