Transformer in NLP
Beam Search BLEU Score
Seq2Seq with Attention
Long Short-Term Memory(LSTM) / Gated Recurrent Unit(GRU)
Character-level Language Model
Basic problem settings / Model architecture and how it works
What is Word Embedding? Word2Vec, GloVe
Bag-of-Words. NaiveBayes Classifier
Academic Disciplines related to NLP / Trends of NLP