- named entity recognition
- markov chain text generator
- text clustering with word embedding
- semantic clustering and CNN for short text categorization
- text segmentation with deep learning
- tf-idf
- unsupervised text summerization using sentence embeddings
- LDA2VEC word embedding
- hybrid LDA2VEC algorithm
- combine LDA and word embeddings for topic modeling
- build a question-answer system from scratch
- chat-bot
- text classification with CNN in TensorFlow
- generative adversarial networks for text generation
- GAN from scratch
- text classification with BERT
- sequence to sequence networks
- encoder-decoder sequence to sequence model
- encoder-decoder RNN