Difference between revisions of "Class"
| Line 30: | Line 30: | ||
= Text Classification = | = Text Classification = | ||
= Text/Machine Translation (MNT) = | = Text/Machine Translation (MNT) = | ||
| + | |||
| + | |||
| + | = Financial News = | ||
| + | |||
| + | Tools: | ||
| + | * Glove | ||
| + | ** dot product | ||
| + | * FastText | ||
| + | ** Skipgram | ||
| + | ** Continuous bag of words | ||
Revision as of 12:43, 23 October 2018
https://courses.nvidia.com/dashboard
Linguistic Concepts
- conference - anaphors
- gang of four design
- null subject
- recursion
Contents
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)
Financial News
Tools:
- Glove
- dot product
- FastText
- Skipgram
- Continuous bag of words
