Representing text into vectors

The first step when we do NLP is to represent tokens, sentences, documents into data structure that can useful in practice. For this purpose, we will present 3 main approaches: Hand-Crafted Representations of Text, Count-Based Representation of text, and Prediction-based representation of text.