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package Lingua::EN::Sentence; |
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#============================================================================== |
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# |
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# Start of POD |
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# |
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#============================================================================== |
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=head1 NAME |
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Lingua::EN::Sentence - split text into sentences |
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=head1 SYNOPSIS |
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use Lingua::EN::Sentence qw( get_sentences add_acronyms ); |
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add_acronyms('lt','gen'); ## adding support for 'Lt. Gen.' |
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my $text = q{ |
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A sentence usually ends with a dot, exclamation or question mark optionally followed by a space! |
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A string followed by 2 carriage returns denotes a sentence, even though it doesn't end in a dot |
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Dots after single letters such as U.S.A. or in numbers like -12.34 will not cause a split |
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as well as common abbreviations such as Dr. I. Smith, Ms. A.B. Jones, Apr. Calif. Esq. |
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and (some text) ellipsis such as ... or . . are ignored. |
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Some valid cases canot be deteected, such as the answer is X. It cannot easily be |
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differentiated from the single letter-dot sequence to abbreviate a person's given name. |
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Numbered points within a sentence will not cause a split 1. Like this one. |
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See the code for all the rules that apply. |
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This string has 7 sentences. |
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}; |
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my $sentences=get_sentences($text); # Get the sentences. |
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foreach my $sent (@$sentences) |
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{ |
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$i++; |
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print("SENTENCE $i:$sent\n"); |
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} |
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=head1 DESCRIPTION |
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The C module contains the function get_sentences, which |
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splits text into its constituent sentences, based on a regular expression and a |
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list of abbreviations (built in and given). |
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Certain well know exceptions, such as abbreviations, may cause incorrect |
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segmentations. But some of them are already integrated into this code and are |
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being taken care of. Still, if you see that there are words causing the |
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get_sentences function to fail, you can add those to the module, so it notices them. |
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Note that abbreviations are case sensitive, so 'Mrs.' is recognised but not 'mrs.' |
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=head1 ALGORITHM |
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The first step is to mark the dot ending an abbreviation by changing it to a special |
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character. Now it won't cause a sentence split. The original dot is restored after |
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the sentences are split |
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58
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Basically, I use a 'brute' regular expression to split the text into sentences. |
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(Well, nothing is yet split - I just mark the end-of-sentence). Then I look into |
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a set of rules which decide when an end-of-sentence is justified and when it's a |
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mistake. In case of a mistake, the end-of-sentence mark is removed. What are |
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such mistakes? |
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Letter-dot sequences: U.S.A. , i.e. , e.g. |
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Dot sequences: '..' or '...' or 'text . . more text' |
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Two carriage returns denote the end of a sentence even if it doesn't end with a dot |
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68
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=head1 LIMITATIONS |
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70
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1) John F. Kennedy was a former president |
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2) The answer is F. That ends the quiz |
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73
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In the first sentence, F. is detected as a persons initial and not the end of a sentence. |
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But this means we cannot detect the true end of sentence 2, which is after the 'F'. This |
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case is not common though. |
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=head1 FUNCTIONS |
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All functions used should be requested in the 'use' clause. None is exported by |
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default. |
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=over 4 |
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84
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=item get_sentences( $text ) |
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86
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The get_sentences function takes a scalar containing ascii text as an argument |
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and returns a reference to an array of sentences that the text has been split |
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into. Returned sentences will be trimmed (beginning and end of sentence) of |
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white space. Strings with no alpha-numeric characters in them, won't be |
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returned as sentences. |
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92
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=item add_acronyms( @acronyms ) |
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94
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This function is used for adding acronyms not supported by this code. |
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The input should be regular expressions for matching the desired acronyms, |
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but should not include the final period (C<.>). So, for example, C |
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matches C and C. C will match C. You do not |
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need to bother with acronyms consisting of single letters and dots |
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(e.g. "U.S.A."), as these are found automatically. Note also that acronyms |
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are searched for on a case insensitive basis. |
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102
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Please see 'Acronym/Abbreviations list' section for the abbreviations already |
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supported by this module. |
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105
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=item get_acronyms( ) |
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107
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This function will return the defined list of acronyms. |
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108
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109
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=item set_acronyms( @my_acronyms ) |
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111
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This function replaces the predefined acronym list with the given list. See |
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L for details on the input specifications. |
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114
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115
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=item get_EOS( ) |
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117
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This function returns the value of the string used to mark the end of sentence. |
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You might want to see what it is, and to make sure your text doesn't contain it. |
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You can use set_EOS() to alter the end-of-sentence string to whatever you |
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desire. |
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122
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=item set_EOS( $new_EOS_string ) |
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124
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This function alters the end-of-sentence string used to mark the end of sentences. |
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126
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=item set_locale( $new_locale ) |
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Receives language locale in the form language.country.character-set |
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for example: |
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"fr_CA.ISO8859-1" |
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for Canadian French using character set ISO8859-1. |
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132
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Returns a reference to a hash containing the current locale formatting values. |
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Returns undef if got undef. |
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135
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136
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The following will set the LC_COLLATE behaviour to Argentinian Spanish. |
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NOTE: The naming and availability of locales depends on your operating sysem. |
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Please consult the perllocale manpage for how to find out which locales are available in your system. |
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140
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$loc = set_locale( "es_AR.ISO8859-1" ); |
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142
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This actually does this: |
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$loc = setlocale( LC_ALL, "es_AR.ISO8859-1" ); |
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146
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=back |
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148
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=head1 Acronym/Abbreviations list |
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150
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You can use the get_acronyms() function to get acronyms. |
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It has become too long to specify in the documentation. |
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153
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If I come across a good general-purpose list - I'll incorporate it into this module. |
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Feel free to suggest such lists. |
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156
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=head1 FUTURE WORK |
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158
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[1] Object Oriented like usage |
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[2] Supporting more than just English/French |
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[3] Code optimization. Currently everything is RE based and not so optimized RE |
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[4] Possibly use more semantic heuristics for detecting a beginning of a sentence |
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163
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=head1 SEE ALSO |
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165
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Text::Sentence |
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Lingua::Sentence |
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Raku port of Lingua::EN::Sentence |
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169
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=head1 REPOSITORY |
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171
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L |
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173
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=head1 AUTHOR |
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175
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Shlomo Yona shlomo@cs.haifa.ac.il |
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177
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Currently being maintained by Kim Ryan, kimryan at CPAN d o t org |
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179
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180
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=head1 COPYRIGHT AND LICENSE |
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182
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Copyright (c) 2001-2016 Shlomo Yona. All rights reserved. |
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Copyright (c) 2022 Kim Ryan. All rights reserved. |
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185
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This library is free software; you can redistribute it and/or modify |
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it under the same terms as Perl itself. |
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188
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=cut |
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190
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#============================================================================== |
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# |
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# End of POD |
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# |
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#============================================================================== |
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196
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197
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#============================================================================== |
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# |
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# Pragmas |
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# |
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#============================================================================== |
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203
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use strict; |
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use warnings; |
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use POSIX qw(locale_h setlocale); |
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#============================================================================== |
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# |
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# Modules |
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# |
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#============================================================================== |
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use Exporter; |
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#============================================================================== |
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# |
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# Public globals |
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# |
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#============================================================================== |
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use vars qw/$VERSION @ISA @EXPORT_OK $EOS $LOC $AP $P $PAP @ABBREVIATIONS/; |
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use Carp qw/cluck/; |
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use English; |
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3088
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our $VERSION = '0.33'; |
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our $LOC; |
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if ($OSNAME ne 'android') { |
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# Call POSIX function |
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$LOC= setlocale(LC_CTYPE, "en_US.UTF-8"); |
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} |
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use locale; |
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@ISA = qw( Exporter ); |
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@EXPORT_OK = qw( get_sentences add_acronyms get_acronyms set_acronyms get_EOS set_EOS set_locale); |
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our $VERBOSE = 0; # echo intermediate data transforms, useful for debugging |
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our $EOS = "\001"; #"__EOS__"; |
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our $EOA = '__EOA__'; |
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our $P = q/[\.!?]/; # PUNCTUATION |
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$AP = q/(?:'|"|\?|\)|\]|\})?/; # AFTER PUNCTUATION |
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our $PAP = $P.$AP; |
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# ACRONYMS AND ABBREVIATIONS |
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my @PEOPLE = qw( Mr Mrs Ms Dr Prof Mme Ms?gr Sens? Reps? Gov Attys? Supt Insp Const Det Revd? Ald Rt Hon); |
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my @TITLE_SUFFIXES = qw(PhD Jn?r Sn?r Esq MD LLB); |
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my @MILITARY = qw( Col Gen Lt Cm?dr Adm Capt Sgt Cpl Maj Pte); |
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my @INSTITUTES = qw( Dept Univ Assn Bros); |
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my @COMPANIES = qw( Inc Pty Ltd Co Corp); |
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my @PLACES = |
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qw( |
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Arc Al Ave Blv?d Cl Ct Cres Dr Expy? Fw?y Hwa?y La Pde? Pl Plz Rd St Tce |
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dist mt km in ft |
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Ala Ariz Ark Cal Calif Col Colo Conn Del Fed Fla Ga Ida Id Ill Ind Ia Kan Kans Ken Ky |
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La Me Md Is Mass Mich Minn Miss Mo Mont Neb Nebr Nev Mex Okla Ok Ore Penna Penn Pa Dak |
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Tenn Tex Ut Vt Va Wash Wis Wisc Wy Wyo USAFA Alta Man Ont Qu? Sask Yuk |
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Aust Vic Qld Tas |
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); |
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my @MONTHS = qw(Jan Feb Mar Apr May Jun Jul Aug Sept? Oct Nov Dec); |
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my @MISC = qw(no esp est); # Established |
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my @LATIN = qw(vs etc al ibid sic); |
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my @MATH = qw(fig eq sec cf Thm Def Conj resp); |
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our @ABBREVIATIONS = (@PEOPLE, @TITLE_SUFFIXES, @MILITARY, @INSTITUTES, @COMPANIES, @PLACES, @MONTHS, @MISC,@LATIN, @MATH); |
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268
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#============================================================================== |
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# |
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# Public methods |
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# |
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#============================================================================== |
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274
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#------------------------------------------------------------------------------ |
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# get_sentences - takes text input and splits it into sentences. |
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# A regular expression viciously cuts the text into sentences, |
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# and then a list of rules (some of them consist of a list of abbreviations) |
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278
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# are applied on the marked text in order to fix end-of-sentence markings in |
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# places which are not indeed end-of-sentence. |
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#------------------------------------------------------------------------------ |
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sub get_sentences { |
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282
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2
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2
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1
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70
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my ($text) = @_; |
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283
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2
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50
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5
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return [] unless defined $text; |
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284
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2
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50
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5
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$VERBOSE and print("ORIGINAL\n$text\n"); |
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285
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286
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2
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4
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$text = mark_up_abbreviations($text); |
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287
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2
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50
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11
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$VERBOSE and print("mark_up_abbreviations\n$text\n"); |
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288
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289
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2
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15
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$text = first_sentence_breaking($text); |
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290
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2
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50
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$VERBOSE and print("first_sentence_breaking\n$text\n"); |
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291
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292
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2
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4
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$text = remove_false_end_of_sentence($text); |
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293
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2
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5
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$VERBOSE and print("remove_false_end_of_sentence\n$text\n"); |
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294
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295
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2
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4
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$text = split_unsplit_stuff($text); |
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296
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2
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6
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$VERBOSE and print("split_unsplit_stuff\n$text\n"); |
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297
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298
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2
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14
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my @sentences = split(/$EOS/,$text); |
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299
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2
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5
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my $cleaned_sentences = clean_sentences(\@sentences); |
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300
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50
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5
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if ($VERBOSE) { |
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301
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0
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0
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my $i; |
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302
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0
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0
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foreach my $sent (@$cleaned_sentences) { |
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303
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0
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0
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$i++; |
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304
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0
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0
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print("SENTENCE $i >>>$sent<<<\n"); |
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305
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} |
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306
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} |
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307
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2
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8
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return $cleaned_sentences; |
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308
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} |
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309
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310
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#------------------------------------------------------------------------------ |
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311
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# add_acronyms - user can add a list of acronyms/abbreviations. |
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312
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#------------------------------------------------------------------------------ |
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313
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sub add_acronyms { |
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314
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1
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1
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1
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585
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push @ABBREVIATIONS, @_; |
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315
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} |
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316
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317
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#------------------------------------------------------------------------------ |
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318
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# get_acronyms - get list of defined acronyms. |
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319
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#------------------------------------------------------------------------------ |
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320
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sub get_acronyms { |
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321
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0
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0
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1
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0
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return @ABBREVIATIONS; |
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322
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} |
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323
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324
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#------------------------------------------------------------------------------ |
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325
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# set_acronyms - replace the predefined acronyms list with your own list. |
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326
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#------------------------------------------------------------------------------ |
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327
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sub set_acronyms { |
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328
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0
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0
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1
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0
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@ABBREVIATIONS=@_; |
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329
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} |
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330
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331
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#------------------------------------------------------------------------------ |
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332
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# get_EOS - get the value of the $EOS variable (end-of-sentence mark). |
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333
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#------------------------------------------------------------------------------ |
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334
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sub get_EOS { |
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335
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0
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0
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1
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0
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return $EOS; |
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336
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} |
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337
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338
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#------------------------------------------------------------------------------ |
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339
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# set_EOS - set the value of the $EOS variable (end-of-sentence mark). |
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340
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#------------------------------------------------------------------------------ |
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341
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sub set_EOS { |
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342
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0
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0
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1
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0
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my ($new_EOS) = @_; |
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343
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0
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0
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0
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if (not defined $new_EOS) { |
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344
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0
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0
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cluck "Won't set \$EOS to undefined value!\n"; |
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345
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0
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0
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return $EOS; |
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346
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} |
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347
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0
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0
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$EOS = $new_EOS; |
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348
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0
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0
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return $EOS; |
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349
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} |
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350
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351
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#------------------------------------------------------------------------------ |
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352
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353
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# set_locale - set the value of the locale. |
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354
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# |
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355
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# Receieves language locale in the form |
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356
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# language.country.character-set |
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357
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# for example: |
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358
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# "fr_CA.ISO8859-1" |
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359
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# for Canadian French using character set ISO8859-1. |
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360
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# |
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361
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# Returns a reference to a hash containing the current locale formatting values. |
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362
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# Returns undef if got undef. |
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363
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# |
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364
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# The following will set the LC_ALL behaviour to Argentinian Spanish. |
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365
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# NOTE: The naming and availability of locales depends on your operating system. |
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366
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# Please consult the perllocale manpage for how to find out which locales are |
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367
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# available in your system. |
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368
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# |
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369
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# $loc = set_locale( "es_AR.ISO8859-1" ); |
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370
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# |
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371
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# This actually does this: |
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372
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# |
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373
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# $loc = setlocale( LC_ALL, "es_AR.ISO8859-1" ); # NOTE, but actually does LC_CTYPE, should be LC_COLLATE? |
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374
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375
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#------------------------------------------------------------------------------ |
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376
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sub set_locale { |
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377
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0
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0
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1
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0
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my ($new_locale) = @_; |
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378
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0
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0
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0
|
if (not defined $new_locale) { |
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379
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0
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0
|
cluck "Won't set locale to undefined value!\n"; |
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380
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0
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0
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return undef; |
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381
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} |
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382
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383
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0
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0
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0
|
if ($OSNAME ne 'android') { |
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384
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# Call POSIX function |
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385
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0
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0
|
$LOC = setlocale(LC_CTYPE, $new_locale); |
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386
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0
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0
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return $LOC; |
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387
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} |
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388
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else { |
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389
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0
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0
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return undef; |
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390
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} |
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391
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} |
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392
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393
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#============================================================================== |
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394
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# |
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395
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# Private methods |
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396
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# |
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397
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#============================================================================== |
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398
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399
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400
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## Please email me any suggestions for optimizing these RegExps. |
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401
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sub remove_false_end_of_sentence { |
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402
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2
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2
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0
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11
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my ($marked_segment) = @_; |
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403
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404
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405
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## ## don't do U.S.A., U.K. |
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406
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|
## $marked_segment=~s/(\.\w$PAP)$EOS/$1/sg; |
|
407
|
2
|
|
|
|
|
108
|
$marked_segment=~s/([^-\w]\w$PAP\s)$EOS/$1/sg; |
|
408
|
2
|
|
|
|
|
53
|
$marked_segment=~s/([^-\w]\w$P)$EOS/$1/sg; |
|
409
|
|
|
|
|
|
|
|
|
410
|
|
|
|
|
|
|
# don't split after a white-space followed by a single letter or number followed |
|
411
|
|
|
|
|
|
|
# by a dot followed by another whitespace., such as "Something. 1. point one" |
|
412
|
|
|
|
|
|
|
# Note: will fail for 12. Point 12 |
|
413
|
2
|
|
|
|
|
54
|
$marked_segment=~s/(\s[\w\d]\.\s+)$EOS/$1/sg; |
|
414
|
|
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|
|
|
|
|
|
415
|
|
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|
|
|
|
# fix ellipsis: bla bla... yada yada |
|
416
|
2
|
|
|
|
|
35
|
$marked_segment=~s/(\.\.\. )$EOS([[:lower:]])/$1$2/sg; |
|
417
|
|
|
|
|
|
|
|
|
418
|
|
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|
|
|
|
# fix quoted EOS such as "." "?" "!" |
|
419
|
2
|
|
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|
|
22
|
$marked_segment=~s/(['"]$P['"]\s+)$EOS/$1/sg; |
|
420
|
|
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|
|
|
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|
|
421
|
|
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|
|
# don't break after quote unless its a capital letter. |
|
422
|
2
|
|
|
|
|
47
|
$marked_segment=~s/(["']\s*)$EOS(\s*[[:lower:]])/$1$2/sg; |
|
423
|
|
|
|
|
|
|
|
|
424
|
|
|
|
|
|
|
# don't break: text . . some more text. |
|
425
|
2
|
|
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|
|
32
|
$marked_segment=~s/(\s\.\s)$EOS(\s*)/$1$2/sg; |
|
426
|
2
|
|
|
|
|
39
|
$marked_segment=~s/(["']\s*)$EOS(\s*[[:lower:]])/$1$2/sg; |
|
427
|
|
|
|
|
|
|
|
|
428
|
2
|
|
|
|
|
43
|
$marked_segment=~s/(\s$PAP\s)$EOS/$1/sg; |
|
429
|
|
|
|
|
|
|
|
|
430
|
2
|
|
|
|
|
8
|
return $marked_segment; |
|
431
|
|
|
|
|
|
|
} |
|
432
|
|
|
|
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|
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|
|
433
|
|
|
|
|
|
|
sub split_unsplit_stuff { |
|
434
|
2
|
|
|
2
|
0
|
4
|
my ($text) = @_; |
|
435
|
|
|
|
|
|
|
|
|
436
|
|
|
|
|
|
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|
|
437
|
|
|
|
|
|
|
# $text=~s/(\D\d+)($P)(\s+)/$1$2$EOS$3/sg; # breaks numbered points, such as {EOL}1. point one |
|
438
|
|
|
|
|
|
|
|
|
439
|
2
|
|
|
|
|
65
|
$text=~s/([\w $P]\d)($P)(\s+)/$1$2$EOS$3/sg; |
|
440
|
|
|
|
|
|
|
|
|
441
|
|
|
|
|
|
|
# eg 'end. (' -> 'end. $EOS (' |
|
442
|
2
|
|
|
|
|
34
|
$text=~s/($PAP\s)(\s*\()/$1$EOS$2/gs; # open bracket |
|
443
|
|
|
|
|
|
|
|
|
444
|
2
|
|
|
|
|
14
|
$text=~s/('\w$P)(\s)/$1$EOS$2/gs; |
|
445
|
|
|
|
|
|
|
|
|
446
|
|
|
|
|
|
|
|
|
447
|
2
|
|
|
|
|
37
|
$text=~s/(\sno\.)(\s+)(?!\d)/$1$EOS$2/gis; |
|
448
|
|
|
|
|
|
|
|
|
449
|
|
|
|
|
|
|
# split where single capital letter followed by dot makes sense to break. |
|
450
|
|
|
|
|
|
|
# notice these are exceptions to the general rule NOT to split on single |
|
451
|
|
|
|
|
|
|
# letter. |
|
452
|
|
|
|
|
|
|
# notice also that single letter M is missing here, due to French 'mister' |
|
453
|
|
|
|
|
|
|
# which is represented as M. |
|
454
|
|
|
|
|
|
|
# |
|
455
|
|
|
|
|
|
|
# the rule will not split on names beginning or containing |
|
456
|
|
|
|
|
|
|
# single capital letter dot in the first or second name |
|
457
|
|
|
|
|
|
|
# assuming 2 or three word name. |
|
458
|
|
|
|
|
|
|
|
|
459
|
|
|
|
|
|
|
# NOT WORKING , it breaks up U.S.A. after U. |
|
460
|
|
|
|
|
|
|
# Valid cases if single letter thrn dot are rare, such as 'The answer is F'. |
|
461
|
|
|
|
|
|
|
# Can't decipher meaning of this regex |
|
462
|
|
|
|
|
|
|
# $text=~s/(\s[[:lower:]]\w+\s+[^[[:^upper:]M]\.)(?!\s+[[:upper:]]\.)/$1$EOS/sg; |
|
463
|
|
|
|
|
|
|
|
|
464
|
|
|
|
|
|
|
|
|
465
|
|
|
|
|
|
|
# add EOS when you see "a.m." or "p.m." followed by a capital letter. |
|
466
|
2
|
|
|
|
|
5
|
$text=~s/([ap]\.m\.\s+)([[:upper:]])/$1$EOS$2/gs; |
|
467
|
|
|
|
|
|
|
|
|
468
|
2
|
|
|
|
|
4
|
return $text; |
|
469
|
|
|
|
|
|
|
} |
|
470
|
|
|
|
|
|
|
|
|
471
|
|
|
|
|
|
|
sub clean_sentences { |
|
472
|
2
|
|
|
2
|
0
|
4
|
my ($sentences) = @_; |
|
473
|
2
|
|
|
|
|
3
|
my $cleaned_sentences; |
|
474
|
2
|
|
|
|
|
3
|
foreach my $s (@$sentences) { |
|
475
|
15
|
50
|
|
|
|
21
|
next if not defined $s; |
|
476
|
15
|
50
|
|
|
|
35
|
next if $s!~m/\w+/; |
|
477
|
15
|
|
|
|
|
34
|
$s=~s/^\s*//; |
|
478
|
15
|
|
|
|
|
160
|
$s=~s/\s*$//; |
|
479
|
|
|
|
|
|
|
## $s=~s/\s+/ /g; |
|
480
|
|
|
|
|
|
|
# replace end of abbrev marker with a dot |
|
481
|
15
|
|
|
|
|
36
|
$s=~s/$EOA/\./g; |
|
482
|
15
|
|
|
|
|
27
|
push @$cleaned_sentences,$s; |
|
483
|
|
|
|
|
|
|
} |
|
484
|
2
|
|
|
|
|
4
|
return $cleaned_sentences; |
|
485
|
|
|
|
|
|
|
} |
|
486
|
|
|
|
|
|
|
|
|
487
|
|
|
|
|
|
|
# Replace seuence such as Mr. A. Smith Jnr. with Mr__EOA__ A__EOA__ etc |
|
488
|
|
|
|
|
|
|
# This simplifies the code that detects end of sentnees. The marker is |
|
489
|
|
|
|
|
|
|
# replaced with the original dot adter sentence slitting |
|
490
|
|
|
|
|
|
|
|
|
491
|
|
|
|
|
|
|
sub mark_up_abbreviations { |
|
492
|
2
|
|
|
2
|
0
|
4
|
my ($text) = @_; |
|
493
|
|
|
|
|
|
|
|
|
494
|
2
|
|
|
|
|
3
|
my %found_abbrevs; |
|
495
|
2
|
|
|
|
|
5
|
foreach my $abbrev (@ABBREVIATIONS) { |
|
496
|
317
|
100
|
|
|
|
10914
|
if ($text=~/\b($abbrev)\./i) { |
|
497
|
13
|
|
|
|
|
34
|
$found_abbrevs{$abbrev} = 1; |
|
498
|
|
|
|
|
|
|
} |
|
499
|
|
|
|
|
|
|
} |
|
500
|
|
|
|
|
|
|
|
|
501
|
2
|
|
|
|
|
15
|
foreach my $abbrev (keys %found_abbrevs) { |
|
502
|
11
|
|
|
|
|
123
|
$text=~s/($abbrev)\./$1$EOA/gs; |
|
503
|
|
|
|
|
|
|
} |
|
504
|
|
|
|
|
|
|
|
|
505
|
2
|
|
|
|
|
10
|
return $text; |
|
506
|
|
|
|
|
|
|
} |
|
507
|
|
|
|
|
|
|
|
|
508
|
|
|
|
|
|
|
sub first_sentence_breaking { |
|
509
|
2
|
|
|
2
|
0
|
6
|
my ($text) = @_; |
|
510
|
2
|
|
|
|
|
18
|
$text=~s/\n\s*\n/$EOS/gs; ## double new-line means a different sentence. |
|
511
|
2
|
|
|
|
|
59
|
$text=~s/($PAP\s)/$1$EOS/gs; |
|
512
|
2
|
|
|
|
|
61
|
$text=~s/(\s\w$P)/$1$EOS/gs; # break also when single letter comes before punc. |
|
513
|
2
|
|
|
|
|
15
|
return $text; |
|
514
|
|
|
|
|
|
|
} |
|
515
|
|
|
|
|
|
|
|
|
516
|
|
|
|
|
|
|
|
|
517
|
|
|
|
|
|
|
#============================================================================== |
|
518
|
|
|
|
|
|
|
# |
|
519
|
|
|
|
|
|
|
# Return TRUE |
|
520
|
|
|
|
|
|
|
# |
|
521
|
|
|
|
|
|
|
#============================================================================== |
|
522
|
|
|
|
|
|
|
|
|
523
|
|
|
|
|
|
|
1; |