Example: Split an input into tokens.
Tokens: [split, an, input, into, tokens, .]
Tokens: [split, an, input, into, tokens, .]
Tokens: [umb, rella] ?
This particular tokenizer is very interesting given that it tries to be best of both worlds (word-level tokenizer and character-level).