Phase04-NLP With Neural Networks

[MahdiEsrafili]

• [ ] Section 1: Text Classification
  • [ ] Follow tutorial
  • [ ] Text preprocessing
  • [ ] EDA on data
  • [ ] Word cloud
  • [ ] Train model
  • [ ] Evaluate model
• [ ] Section 2: Sentiment Analysis
  • [ ] Lookup table method [FILL HERE WITH RIGHT ANSWERS TO QUESTION 1] [FILL HERE WITH RIGHT ANSWERS TO QUESTION 2] [FILL HERE WITH RIGHT ANSWERS TO QUESTION 3]
  • [ ] Train RNN model [FILL HERE WITH RIGHT ANSWERS TO QUESTION 1] [FILL HERE WITH RIGHT ANSWERS TO QUESTION 2]
  • [ ] Train CNN model [FILL HERE WITH RIGHT ANSWERS TO QUESTION 1] [FILL HERE WITH RIGHT ANSWERS TO QUESTION 2] [FILL HERE WITH RIGHT ANSWERS TO QUESTION 3]
• [ ] Section 3: Embedding
  • [ ] Extract embedding of words from NN
  • [ ] Train Gensim word embedding on persian corpus
  • [ ] Train NN with word embedding from Gensim
  • [ ] Train NN with word embedding from Fasttext
  • [ ] Compare results from Gensim and Fasttext embeddings