GloVe: Global Vectors for Word Representation

URI: https://gptkb.org/entity/GloVe:_Global_Vectors_for_Word_Representation
GPTKB entity
Statements (42)
Predicate Object
gptkbp:instanceOf word embedding model
gptkbp:application information retrieval
machine translation
sentiment analysis
text classification
semantic similarity
gptkbp:approach unsupervised learning
gptkbp:author Jeffrey Pennington, Richard Socher, Christopher D. Manning
gptkbp:availableOn open source
gptkbp:citation gptkb:EMNLP_2014
gptkb:GloVe:_Global_Vectors_for_Word_Representation
over 10,000
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
gptkbp:format plain text
vector file
https://www.w3.org/2000/01/rdf-schema#label GloVe: Global Vectors for Word Representation
gptkbp:input gptkb:text
gptkbp:language English
gptkbp:license gptkb:Apache_License_2.0
gptkbp:officialWebsite https://nlp.stanford.edu/projects/glove/
gptkbp:output word vectors
gptkbp:publicationYear 2014
gptkbp:publishedIn gptkb:EMNLP_2014
gptkbp:relatedTo gptkb:fastText
gptkb:word2vec
gptkbp:trainer gptkb:Twitter
gptkb:Wikipedia
gptkb:Gigaword
gptkb:Common_Crawl
gptkbp:uses co-occurrence matrix
gptkbp:vectorDimensions 100
300
50
200
gptkbp:bfsParent gptkb:Stanford_GloVe_embeddings
gptkb:GloVe
gptkbp:bfsLayer 6