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Glove word embedding (IMDb film review emotion prediction project practice)
2022-06-12 16:21:00 【Know the cold and the warm*】
Catalog
Preface
GloVe yes Global Vector( Global word representation vector ) Abbreviation , Experiments show that ,Glove Better than the word2vec Other methods .One 、GloVe Characteristics
(1) You can find the nearest neighbor of words .
(2) Learn linear substructure , The difference vectors between different synonym pairs with similar relations are parallel .
IMDB Data sets :http://mng.bz/0tIo
GloVe Word embedding :https://nlp.stanford.edu/projects/glove/
Reference article :
GloVe Algorithm principle and simple use .
summary
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