/Python/Python nltk detecting clauses in sentences

Python nltk detecting clauses in sentences

import spacy
import deplacy
en = spacy.load('en_core_web_sm')

text = "This all encompassing experience wore off for a moment and in that moment, my awareness came gasping to the surface of the hallucination and I was able to consider momentarily that I had killed myself by taking an outrageous dose of an online drug and this was the most pathetic death experience of all time."

doc = en(text)
#deplacy.render(doc)

seen = set() # keep track of covered words

chunks = []
for sent in doc.sents:
    heads = [cc for cc in sent.root.children if cc.dep_ == 'conj']

    for head in heads:
        words = [ww for ww in head.subtree]
        for word in words:
            seen.add(word)
        chunk = (' '.join([ww.text for ww in words]))
        chunks.append( (head.i, chunk) )

    unseen = [ww for ww in sent if ww not in seen]
    chunk = ' '.join([ww.text for ww in unseen])
    chunks.append( (sent.root.i, chunk) )

chunks = sorted(chunks, key=lambda x: x[0])

for ii, chunk in chunks:
    print(chunk)

Source: stackoverflow.com

Similar codes

0 vote277 views1 answer
Celery beat command for django celery beat
Python
1 vote229 views1 answer
Vscode pylint missing module docstring
Python
0 vote252 views1 answer
Check if object is array like python
Python
0 vote259 views1 answer
What is te meaning of nested in python
Python
3 votes227 views1 answer
Python RuntimeError: tf.placeholder() is not compatible with eager execution.
Python
0 vote227 views2 answers
How to detect if the space button is pressed in pygame
Python
0 vote306 views1 answer
Django create ap
Python
1 vote270 views3 answers
Pdf to string python
Python
1 vote229 views1 answer
Set pop in python
Python
0 vote247 views1 answer
Pandas pull value from column
Python