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koaning/demo.py

Created July 14, 2022 11:45
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Demonstration of Operators and Quantifiers from spaCy.
Raw
demo.py
import spacy
from spacy import displacy
def show_results(text, patterns):
nlp = spacy.blank("en")
ruler = nlp.add_pipe("entity_ruler")
ruler.add_patterns(patterns)
doc = nlp(text)
displacy.render(doc, style="ent")
patterns = [
{
"label":"MUSEUM",
"pattern":[
{"IS_UPPER": True, "OP": "*"},
{"IS_TITLE": True, "OP": "*"},
{"LOWER": {"IN": ["gallery", "museum"]}},
{"LOWER": "of", "OP": "?"},
{"IS_TITLE": True, "OP": "*"},
]
}
]
text = "On my trip to Amsterdam I visited the National Museum of Arts, the Museum of Natural Sciences, the NEMO Science Museum and the Royal Gallery."
show_results(text, patterns)
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