How do I implement named entity recognition in my project?

How do I implement named entity recognition in my project?

To implement named entity recognition (NER), you can use libraries like SpaCy or NLTK. Which programming language are you using?

I'm using Python. Can you give me a simple example?

Sure! Here's a basic example using SpaCy:

import spacy

# Load the SpaCy model
nlp = spacy.load('en_core_web_sm')

# Process a text
text = "Apple is looking at buying U.K. startup for $1 billion."
doc = nlp(text)

# Print named entities
for ent in doc.ents:
    print(ent.text, ent.label_)

What types of entities can I recognize with this?

You can recognize various entities like PERSON, ORG (organizations), GPE (geopolitical entities), DATE, and more. SpaCy has a comprehensive list!