How to parse text into sentences

2020-02-01 02:27发布

I'm trying to break up a paragraph into sentences. Here is my code so far:

import java.util.*;

public class StringSplit {
 public static void main(String args[]) throws Exception{
     String testString = "The outcome of the negotiations is vital, because the current tax levels signed into law by President George W. Bush expire on Dec. 31. Unless Congress acts, tax rates on virtually all Americans who pay income taxes will rise on Jan. 1. That could affect economic growth and even holiday sales.";
     String[] sentences = testString.split("[\\.\\!\\?]");
     for (int i=0;i<sentences.length;i++){  
         System.out.println(i);
      System.out.println(sentences[i]);  
     }  
 }
}

Two problems were found:

  1. The code splits anytime it comes to a period (".") symbol, even when it's actually one sentence. How do I prevent this?
  2. Each sentence that is split starts with a space. How do I delete the redundant space?

7条回答
家丑人穷心不美
2楼-- · 2020-02-01 02:52

The problem you mentioned is a NLP (Natural Language Processing) problem. It is fine to write a crude rule engine but it might not scale up to support full english text.

To have a deeper insight and a java library check out this link http://nlp.stanford.edu/software/lex-parser.shtml , http://nlp.stanford.edu:8080/parser/index.jsp and similar question for ruby language How do you parse a paragraph of text into sentences? (perferrably in Ruby)

for example : The text -

The outcome of the negotiations is vital, because the current tax levels signed into law by President George W. Bush expire on Dec. 31. Unless Congress acts, tax rates on virtually all Americans who pay income taxes will rise on Jan. 1. That could affect economic growth and even holiday sales.

after tagging becomes :

The/DT outcome/NN of/IN the/DT negotiations/NNS is/VBZ vital/JJ ,/, because/IN the/DT current/JJ tax/NN levels/NNS signed/VBN into/IN law/NN by/IN President/NNP George/NNP W./NNP Bush/NNP expire/VBP on/RP Dec./NNP 31/CD ./. Unless/IN Congress/NNP acts/VBZ ,/, tax/NN rates/NNS on/IN virtually/RB all/RB Americans/NNPS who/WP pay/VBP income/NN taxes/NNS will/MD rise/VB on/IN Jan./NNP 1/CD ./. That/DT could/MD affect/VB economic/JJ growth/NN and/CC even/RB holiday/NN sales/NNS ./. Parse

Check how it has distinguished the full stop (.) and the period after Dec. 31 ...

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