Stanford GloVe embeddings

URI: https://gptkb.org/entity/Stanford_GloVe_embeddings

GPTKB entity

Predicate	Object
gptkbp:instanceOf	word embedding model
gptkbp:abbreviation	gptkb:GloVe
gptkbp:application	gptkb:machine_learning natural language processing sentiment analysis text classification word similarity
gptkbp:author	Jeffrey Pennington, Richard Socher, Christopher D. Manning
gptkbp:availableOn	gptkb:GitHub government position pre-trained vectors
gptkbp:basedOn	matrix factorization co-occurrence statistics
gptkbp:citation	gptkb:EMNLP_2014 gptkb:GloVe:_Global_Vectors_for_Word_Representation 2014
gptkbp:developedBy	gptkb:Stanford_University
gptkbp:developer	gptkb:Richard_Socher gptkb:Christopher_Manning gptkb:GloVe_team gptkb:Jeffrey_Pennington
gptkbp:dimensionOptions	100 300 50 200
gptkbp:feature	efficient training captures semantic similarity captures word analogies dense vector representations scalable to large corpora
gptkbp:format	plain text text file with word vectors
gptkbp:fullName	gptkb:Global_Vectors_for_Word_Representation
gptkbp:github	https://github.com/stanfordnlp/GloVe
https://www.w3.org/2000/01/rdf-schema#label	Stanford GloVe embeddings
gptkbp:input	gptkb:text
gptkbp:language	English multiple languages
gptkbp:license	gptkb:Apache_License_2.0
gptkbp:method	unsupervised learning
gptkbp:output	word vectors
gptkbp:relatedTo	gptkb:fastText gptkb:word2vec
gptkbp:releaseYear	2014
gptkbp:trainer	gptkb:Twitter gptkb:Wikipedia gptkb:Gigaword gptkb:Common_Crawl
gptkbp:website	https://nlp.stanford.edu/projects/glove/
gptkbp:bfsParent	gptkb:Stanford_Artificial_Intelligence_Laboratory
gptkbp:bfsLayer	5