Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:application |
machine translation
text classification semantic similarity |
| gptkbp:contrastsWith |
Skip-gram
|
| gptkbp:developedBy |
gptkb:Tomas_Mikolov
|
| gptkbp:fullName |
Continuous Bag of Words
|
| gptkbp:given |
context words
|
| https://www.w3.org/2000/01/rdf-schema#label |
CBOW
|
| gptkbp:input |
context window
|
| gptkbp:introducedIn |
2013
|
| gptkbp:language |
gptkb:Python
gptkb:C++ |
| gptkbp:openSource |
true
|
| gptkbp:optimizedFor |
hierarchical softmax
negative sampling |
| gptkbp:output |
probability distribution over vocabulary
|
| gptkbp:partOf |
gptkb:Word2Vec
|
| gptkbp:predicts |
target word
|
| gptkbp:relatedTo |
gptkb:GloVe
gptkb:FastText Skip-gram |
| gptkbp:trainer |
unsupervised learning
|
| gptkbp:usedIn |
natural language processing
word embedding |
| gptkbp:bfsParent |
gptkb:word2vec
|
| gptkbp:bfsLayer |
6
|