Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
word embedding model |
| gptkbp:application |
machine translation
text classification semantic similarity |
| gptkbp:architecture |
shallow neural network
|
| gptkbp:developedBy |
gptkb:Tomas_Mikolov
|
| gptkbp:feature |
fast training
efficient for large corpora |
| https://www.w3.org/2000/01/rdf-schema#label |
CBOW model
|
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:Gensim gptkb:PyTorch |
| gptkbp:input |
context words
|
| gptkbp:introduced |
gptkb:Efficient_Estimation_of_Word_Representations_in_Vector_Space
|
| gptkbp:introducedIn |
2013
|
| gptkbp:output |
target word
|
| gptkbp:relatedTo |
gptkb:Skip-gram_model
|
| gptkbp:trainingObjective |
predict target word from context
|
| gptkbp:usedIn |
gptkb:word2vec
natural language processing |
| gptkbp:bfsParent |
gptkb:Efficient_Estimation_of_Word_Representations_in_Vector_Space
|
| gptkbp:bfsLayer |
7
|