GloveVocab
Vocab object prepopulated with Glove embeddings by Pennington, Socher, and Manning.
This is a subclass of Vocab
.
For details, see:
http://nlp.stanford.edu/projects/glove/.
This only supports the 50-d wikipedia/Giga-word version.
The download is from:
https://dl.dropboxusercontent.com/u/9015381/datasets/torchnlp/glove.6B.50d.t7
GloveVocab:load_words()
Retrieves the word list and populates the vocabulary.
GloveVocab:embeddings()
Returns:
- (
torch.Tensor
) pretrained embeddings for words in the vocabulary
GloveVocab:__tostring__()
Returns:
- (
string
) string representation