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Vector Semantics and Word Embeddings in Natural Language Processing

Vector Semantics and Word Embeddings in Natural Language Processing

UofU Data Science via YouTube Direct link

Aspects of word meaning

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Aspects of word meaning

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Vector Semantics and Word Embeddings in Natural Language Processing

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  1. 1 Lecture starts
  2. 2 Representation learning
  3. 3 Aspects of word meaning
  4. 4 Distributional hypothesis
  5. 5 Vector semantics
  6. 6 word2vec
  7. 7 Visualization, analogies, bias

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