Split text into sentences [duplicate]

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Python split text on sentences (10 answers)

Closed 9 months ago.

I wish to split text into sentences. Can anyone help me?

I also need to handle abbreviations. However my plan is to replace these at an earlier stage. Mr. -> Mister

import re  
import unittest    

class Sentences:

    def __init__(self,text):
        self.sentences = tuple(re.split("[.!?]\s", text))

class TestSentences(unittest.TestCase):

    def testFullStop(self):
        self.assertEquals(Sentences("X. X.").sentences, ("X.","X."))

    def testQuestion(self):
        self.assertEquals(Sentences("X? X?").sentences, ("X?","X?"))

    def testExclaimation(self):
        self.assertEquals(Sentences("X! X!").sentences, ("X!","X!"))

    def testMixed(self):
        self.assertEquals(Sentences("X! X? X! X.").sentences, ("X!", "X?", "X!", "X."))

Thanks, Barry

EDIT: To start with, I would be happy to satisfy the four tests I've included above. This would help me understand better how regexs work. For now I can define a sentence as X. etc as defined in my tests.

Answer 1

Sentence Segmentation can be a very difficult task, especially when the text contains dotted abbreviations. it may require a use of lists of known abbreviations, or training classifier to recognize them.

I suggest you to use NLTK - it a suite of open source Python modules, designed for natural language processing.

You can read about Sentence Segmentation using NLTK here, and decide for yourself if this tool fits you.

EDITED: or even simpler here and here is the source code. This is The Punkt sentence tokenizer, included in NLTK.