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.
This exercise is part of the course
Feature Engineering for NLP in Python
Exercise instructions
- Create a
Doc
objectdoc
forsent
. - In the nested loop, compute the similarity between
token1
andtoken2
.
Hands-on interactive exercise
Have a go at this exercise by completing this sample 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))