Difference between revisions of "Class"

From
Jump to: navigation, search
Line 22: Line 22:
  
 
*Firth 1957 Distributional Hypothess
 
*Firth 1957 Distributional Hypothess
 +
 +
* Word Cloud
 +
 +
 +
  
 
= Text Classification =
 
= Text Classification =
 
= Text/Machine Translation (MNT) =
 
= Text/Machine Translation (MNT) =

Revision as of 08:35, 22 October 2018

https://courses.nvidia.com/dashboard

Linguistic Concepts

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

Word Embeddings

  • HMMS, CRF, PGMs
    • CBoW -Bag of Words / ngrams - feature per word/n items
    • 1-hot Sparse input - create a vector the size of the entire vocabulary
  • Stop Words
  • TF-IDF

Word2Vec

Skip-Gram



  • Firth 1957 Distributional Hypothess
  • Word Cloud



Text Classification

Text/Machine Translation (MNT)