Global Vectors for Word Representation

URI: https://gptkb.org/entity/Global_Vectors_for_Word_Representation
GPTKB entity
Statements (30)
Predicate Object
gptkbp:instanceOf word embedding model
gptkbp:abbreviation gptkb:GloVe
gptkbp:author Jeffrey Pennington, Richard Socher, Christopher D. Manning
gptkbp:availableOn https://nlp.stanford.edu/projects/glove/
gptkbp:basedOn matrix factorization
co-occurrence statistics
gptkbp:citation gptkb:EMNLP_2014
gptkb:GloVe:_Global_Vectors_for_Word_Representation
https://www.aclweb.org/anthology/D14-1162/
gptkbp:designedFor natural language processing
gptkbp:developedBy gptkb:Stanford_University
gptkb:Richard_Socher
gptkb:Christopher_D._Manning
gptkb:Jeffrey_Pennington
https://www.w3.org/2000/01/rdf-schema#label Global Vectors for Word Representation
gptkbp:input gptkb:text
gptkbp:language English
multiple languages
gptkbp:openSource true
gptkbp:output word vectors
gptkbp:publicationYear 2014
gptkbp:relatedTo gptkb:Word2Vec
gptkb:fastText
gptkbp:usedFor gptkb:machine_learning
information retrieval
text classification
semantic similarity
gptkbp:bfsParent gptkb:Stanford_GloVe_embeddings
gptkb:GloVe
gptkbp:bfsLayer 6