Creating training data (2)

Let's use the match patterns we've created in the previous exercise to bootstrap a set of training examples. The nlp object has already been created for you and the Matcher with the added patterns pattern1 and pattern2 is available as the variable matcher. A list of sentences is available as the variable TEXTS.

This exercise is part of the course

Advanced NLP with spaCy

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Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Create a Doc object for each text in TEXTS
for ____ in ____:
    # Find the matches in the doc
    matches = ____(____)
    
    # Get a list of (start, end, label) tuples of matches in the text
    entities = [(____, ____, 'GADGET') for ____, ____, ____ in matches]
    print(doc.text, entities)

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