Natural language processing related list

NLP framework

Word vectors

Word list(0/1)
Word frequency
tf-idf (global importance of words)
Ngram (adjacent word order)
NNLM (synonym context) Word2vec
ELMo(polysemy)

Bag of Words

Word vector training

The basic principles and parameters of fastText
fastText text classification
word2vec-google code
TextCNN text classification
DSSM text similarity
Bert Text Classification

Model

Naive Bayes
Support Vector Machines
Logistic Regression
CNN (Short Text Labeling)
LSTM (Long Text Context)
Bidirectional LSTM (Context)
Attention Model(Keywords)
transformer (improving BPTT in RNN)
BERT (MASK language model)