Generating word vectors
In this exercise, we will generate the pairwise similarity scores of all the words in a sentence. The sentence is available as sent
and has been printed to the console for your convenience.
Cet exercice fait partie du cours
Feature Engineering for NLP in Python
Instructions
- Create a
Doc
objectdoc
forsent
. - In the nested loop, compute the similarity between
token1
andtoken2
.
Exercice interactif pratique
Essayez cet exercice en complétant cet exemple de code.
# Create the doc object
doc = nlp(___)
# Compute pairwise similarity scores
for token1 in doc:
for token2 in doc:
print(token1.text, token2.text, token1.similarity(token2))