Reading Material

Speech and Language Processing (3rd ed. draft)
Dan Jurafsky and James H. Martin

Word embeddings:

• [Chapter 6]
• Surveys on conventional count-based models and the more recent representations (embeddings)
• The illustrated Word2vec

Text classification and regression:

• [Chapter 4] and [Chapter 5]

Language models:

• N-gram [Chapter 3]
• RNN [Chapter 8]