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 * Copyright (c) 2010 Haifeng Li
 *   
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *  
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 *******************************************************************************/
package smile.nlp.tokenizer;

import java.util.ArrayList;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import smile.nlp.dictionary.EnglishDictionary;

/**
 * This is a simple sentence splitter for English. Given a string, assumed to
 * be English text, it returns a list of strings, where each element is an
 * English sentence. By default, it treats occurrences of '.', '?' and '!' as
 * sentence delimiters, but does its best to determine when an occurrence of '.'
 * does not have this role (e.g. in abbreviations, URLs, numbers, etc.).
 * 

* Recognizing the end of a sentence is not an easy task for a computer. * In English, punctuation marks that usually appear at the end of a sentence * may not indicate the end of a sentence. The period is the worst offender. * A period can end a sentence but it can also be part of an abbreviation * or acronym, an ellipsis, a decimal number, or part of a bracket of periods * surrounding a Roman numeral. A period can even act both as the end of an * abbreviation and the end of a sentence at the same time. Other the other * hand, some poems may not contain any sentence punctuation at all. *

* Another problem punctuation mark is the single quote, which can introduce * a quote or start a contraction such as 'tis. Leading-quote contractions * are uncommon in contemporary English texts, but appear frequently in Early * Modern English texts. * * This tokenizer assumes that the text has already been segmented into * paragraphs. Any carriage returns will be replaced by whitespace. * *

References

*
    *
  1. Paul Clough. A Perl program for sentence splitting using rules.
  2. *
* * @author Haifeng Li */ public class SimpleSentenceSplitter implements SentenceSplitter { /** * Regular expression to remove carriage returns. */ private static final Pattern REGEX_CARRIAGE_RETURN = Pattern.compile("[\\n\\r]+"); /** * Regular expression to insert forgotten space after the end of sentences. */ private static final Pattern REGEX_FORGOTTEN_SPACE = Pattern.compile("(.)([\\.!?])([\\D&&\\S&&[^\\.\"'`\\)\\}\\]]])"); /** * Regular expression to match sentences with basic rules. */ private static final Pattern REGEX_SENTENCE = Pattern.compile("(['\"`]*[\\(\\{\\[]?[a-zA-Z0-9]+.*?)([\\.!?:])(?:(?=([\\(\\[\\{\"'`\\)\\}\\]<]*[ \031]+)[\\(\\[\\{\"'`\\)\\}\\] ]*([A-Z0-9][a-z]*))|(?=([\\(\\)\"'`\\)\\}<\\] \031]+)\\s))"); /** * Regular expression to split words. */ private static final Pattern REGEX_WHITESPACE = Pattern.compile("\\s+"); /** * Regular expression of last word (maybe only one word in the sentence). */ private static final Pattern REGEX_LAST_WORD = Pattern.compile("\\b([\\w0-9\\.']+)$"); /** * The singleton instance. */ private static SimpleSentenceSplitter singleton = new SimpleSentenceSplitter(); /** * Constructor. */ private SimpleSentenceSplitter() { } /** * Returns the singleton instance. */ public static SimpleSentenceSplitter getInstance() { return singleton; } @Override public String[] split(String text) { ArrayList sentences = new ArrayList<>(); // The number of words in the sentence. int len = 0; // Remove any carriage returns etc. text = REGEX_CARRIAGE_RETURN.matcher(text).replaceAll(" "); // We will use oct 031 (hex 19) as a special character for missing // space after punctuation. Oct 031 means "end of medium", which // probably never appears in a string in real applications. text = text.replace('\031', ' '); // make sure there are always spaces following punctuation to enable // splitter to work properly - covers such cases as "believe.I ...", // where a space has forgotten to be. text = REGEX_FORGOTTEN_SPACE.matcher(text).replaceAll("$1$2\031$3"); text = text + "\n"; // sentence ends with [.!?], followed by capital or number. Use base-line // splitter and then use some heuristics to improve upon this e.g. // dealing with Mr. and etc. In this rather large regex we allow for // quotes, brackets etc. // $1 = the complete sentence including beginning punctuation and brackets // $2 = the punctuation mark - either [.!?:] // $3 = the brackets or quotes after the [!?.:]. This is non-grouping i.e. does not consume. // $4 = the next word after the [.?!:].This is non-grouping i.e. does not consume. // $5 = rather than a next word, it may have been the last sentence in the file. Therefore capture // punctuation and brackets before end of file. This is non-grouping i.e. does not consume. Matcher matcher = REGEX_SENTENCE.matcher(text); StringBuilder currentSentence = new StringBuilder(); int end = 0; // The offset of the end of sentence while (matcher.find()) { end = matcher.end(); String sentence = matcher.group(1).trim(); String punctuation = matcher.group(2); String stuffAfterPeriod = matcher.group(3); if (stuffAfterPeriod == null) { stuffAfterPeriod = matcher.group(5); if (stuffAfterPeriod == null) { stuffAfterPeriod = ""; } else { end = matcher.end(5); } } else { end = matcher.end(3); } String[] words = REGEX_WHITESPACE.split(sentence); len += words.length; String nextWord = matcher.group(4); if (nextWord == null) { nextWord = ""; } if (punctuation.compareTo(".") == 0) { // Consider the word before the period. // Is it an abbreviation? (then not full-stop) // Abbreviation if: // 1) all consonants and not all capitalised (and contain no lower case y e.g. shy, sly // 2) a span of single letters followed by periods // 3) a single letter (except I). // 4) in the known abbreviations list. // In above cases, then the period is NOT a full stop. // perhaps only one word e.g. P.S rather than a whole sentence Matcher lastWordMatcher = REGEX_LAST_WORD.matcher(sentence); String lastWord = ""; if (lastWordMatcher.find()) { lastWord = lastWordMatcher.group(); } if ((!lastWord.matches(".*[AEIOUaeiou]+.*") && lastWord.matches(".*[a-z]+.*") && !lastWord.matches(".*[y]+.*")) || lastWord.matches("([a-zA-Z][\\.])+") || (lastWord.matches("^[A-Za-z]$") && !lastWord.matches("^[I]$")) || EnglishAbbreviations.contains(lastWord.toLowerCase())) { // We have an abbreviation, but this could come at the middle or end of a // sentence. Therefore we assume that the abbreviation is not at the end of // a sentence if the next word is a common word and the abbreviation occurs // less than 5 words from the start of the sentence. if (EnglishDictionary.CONCISE.contains(nextWord) && len > 6) { // a sentence break currentSentence.append(sentence); currentSentence.append(punctuation); currentSentence.append(stuffAfterPeriod.trim()); sentences.add(currentSentence.toString()); currentSentence = new StringBuilder(); len = 0; } else { // not a sentence break currentSentence.append(sentence); currentSentence.append(punctuation); if (stuffAfterPeriod.indexOf('\031') == -1) { currentSentence.append(' '); } } } else { // a sentence break currentSentence.append(sentence); currentSentence.append(punctuation); currentSentence.append(stuffAfterPeriod.trim()); sentences.add(currentSentence.toString()); currentSentence = new StringBuilder(); len = 0; } } else { // only consider sentences if : comes after at least 6 words from start of sentence if (punctuation.matches("[!?]") || (punctuation.compareTo(":") == 0 && len > 6)) { // a sentence break currentSentence.append(sentence); currentSentence.append(punctuation); currentSentence.append(stuffAfterPeriod.trim()); sentences.add(currentSentence.toString()); currentSentence = new StringBuilder(); len = 0; } else { // not a sentence break currentSentence.append(sentence); currentSentence.append(punctuation); if (stuffAfterPeriod.indexOf('\031') == -1) { currentSentence.append(' '); } } } } if (end < text.length()) { // There may be something after the last sentence. String lastPart = text.substring(end).trim(); if (!lastPart.isEmpty()) { sentences.add(lastPart); } } String[] result = new String[sentences.size()]; for (int i = 0; i < result.length; i++) { result[i] = sentences.get(i).replaceAll("\031", ""); } return result; } }




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