We'll use the TextVectorization layer to vectorize the text data, that is to say, to turn the original strings into integer sequences where each integer represents the index of a word in a vocabulary. We will use a custom string standardization scheme (strip punctuation characters except < and >) and the default splitting scheme (split on whitespace).