POS tagging in Lord of the Flies
In this exercise, you will perform part-of-speech tagging on a famous passage from one of the most well-known novels of all time, Lord of the Flies, authored by William Golding.
The passage is available as lotf and has already been printed to the console.
Deze oefening maakt deel uit van de cursus
Feature Engineering for NLP in Python
Oefeninstructies
- Load the
en_core_web_smmodel. - Create a doc object for
lotfusingnlp(). - Using the
textandpos_attributes, generate tokens and their corresponding POS tags.
Praktische interactieve oefening
Probeer deze oefening eens door deze voorbeeldcode in te vullen.
# Load the en_core_web_sm model
nlp = spacy.load(____)
# Create a Doc object
doc = ___(___)
# Generate tokens and pos tags
pos = [(token.____, token.____) for token in doc]
print(pos)