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Word2Vec

CBOW with full Softmax

Parameters and Hyperparameters:

  • Embedding Size - 50 Dimensions
  • Window Size - 2
  • Learning Rate - 0.05 (initially)
  • Dataset - 50k reviews
  • 2 epochs
  • Full Softmax

Display the top-10 word vectors for 5 different words (a combination of nouns, verbs, adjectives etc) using the above pre-trained model.

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