Class

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https://courses.nvidia.com/dashboard

Linguistic Concepts

  • conference - anaphors
  • gang of four design
  • null subject
  • recursion

Word Embeddings

HMMS, CRF, PGMs Bag of Words / ngrams - feature per word/n items

  • 1-hot Sparce input - create a vector the size of the entire vocabulary

Stop Words TF-IDF Word2Vec Firth 1957 Distributional Hypothess

Text Classification

Text/Machine Translation (MNT)