Predicting named entities in context
Models are statistical and not always right. Whether their predictions are correct depends on the training data and the text you're processing. Let's take a look at an example. The small English model is available as the variable nlp.
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Advanced NLP with spaCy
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text = "New iPhone X release date leaked as Apple reveals pre-orders by mistake"
# Process the text
doc = ____
# Iterate over the entities
for ____ in ____.____:
# print the entity text and label
print(____.____, ____.____)