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Spacy matcher pattern with specific Nouns

by vigneshchennai74 Updated: Jan 1, 2023

In this solution we are going to collect words that are ends with S-T-L with the help of function in SpaCy. Spacy is the most prominent and useful library in Python. In this solution kit, I am sharing the code snippet and library that I use to remove particular tokes in Python which can be executed directly in the IDE. In that library Matcher method that lets you find words and phrases using rules describing their token attributes. In this solution kit, I am sharing the code snippet and library that I use to match the pattern in Python which can be executed directly in the IDE.


Preview of the output that you will get on running this code from your IDE

Code

In this solution we have used Matcher function of Spacy.

PythonLines of Code : 21License : CC BY-SA 4.0

import spacy
from spacy.matcher import Matcher

nlp = spacy.load("en_core_web_sm")
matcher = Matcher(nlp.vocab)
pattern = [{"POS": "VERB"}, {"POS": "DET", "OP" : "?"}, {"POS": "NOUN"}]
matcher.add("mypattern", [pattern])
Verbwithnoun = "I know the language. I like the cat, I eat a meal, I make spices."
doc = nlp(Verbwithnoun)
matches = matcher(doc)

for match_id, start, end in matches:
    string_id = nlp.vocab.strings[match_id] 
    phrase = doc[start:end]
    if phrase.text.endswith('s') or phrase.text.endswith('t') or phrase.text.endswith('l'):
        print(doc[start:end])

like the cat
eat a meal
make spices
  1. Copy the code using the "Copy" button above, and paste it in a Python file in your IDE.
  2. Enter the Text
  3. Run the file to get the Nouns that ends with s-l-t.


I hope you found this useful. I have added the link to dependent libraries, version information in the following sections.


I found this code snippet by searching for "Spacy matcher pattern with specific Nouns" in kandi. You can try any such use case!

Dependent Library

spaCyby explosion

Python star image 25086 Version:3.4.4

License: Permissive (MIT)

💫 Industrial-strength Natural Language Processing (NLP) in Python

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Quality
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License
Reuse

spaCyby explosion

Python star image 25086 Version:3.4.4 License: Permissive (MIT)

💫 Industrial-strength Natural Language Processing (NLP) in Python
Support
Quality
Security
License
Reuse

If you do not have SpaCy that is required to run this code, you can install it by clicking on the above link and copying the pip Install command from the Spacy page in kandi.

You can search for any dependent library on kandi like Spac

Environment Test

I tested this solution in the following versions. Be mindful of changes when working with other versions.


  1. The solution is created in Python 3.7.15 Version
  2. The solution is tested on Spacy 3.4.3 Version


Using this solution, we can collect nouns that ends with s-t-l with the help of function in spacy . This process also facilities an easy to use, hassle free method to create a hands-on working version of code which would help us Collect the whatever the nouns user needs in python

Support

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  2. For further learning resources, visit the Open Weaver Community learning page

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