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Word2Vec- Distributed Representations of Words and Phrases and Their Compositionality

Word2Vec- Distributed Representations of Words and Phrases and Their Compositionality

Yannic Kilcher via YouTube Direct link

- Conclusion & Comments

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- Conclusion & Comments

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Word2Vec- Distributed Representations of Words and Phrases and Their Compositionality

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  1. 1 - Intro & Outline
  2. 2 - Distributed Word Representations
  3. 3 - Skip-Gram Model
  4. 4 - Hierarchical Softmax
  5. 5 - Negative Sampling
  6. 6 - Mysterious 3/4 Power
  7. 7 - Frequent Words Subsampling
  8. 8 - Empirical Results
  9. 9 - Conclusion & Comments

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