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https://github.com/moses-smt/mosesdecoder.git
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tm-mt integration. Runs all the way through to creating rule table without crashing
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parent
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296
contrib/tm-mt-integration/make-pt-from-tm.perl
Executable file
296
contrib/tm-mt-integration/make-pt-from-tm.perl
Executable file
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#!/usr/bin/perl -w
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use strict;
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use FindBin qw($RealBin);
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use File::Basename;
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my $DEBUG = 1;
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my $OUTPUT_RULES = 1;
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#my $data_root = "/Users/hieuhoang/workspace/experiment/data/tm-mt-integration/";
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my $in_file = $ARGV[0]; #"$data_root/in/ac-test.input.tc.4";
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my $source_file = $ARGV[1]; #"$data_root/in/acquis.truecased.4.en.uniq";
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my $target_file = $ARGV[2]; #"$data_root/in/acquis.truecased.4.fr.uniq";
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my $alignment_file = $ARGV[3]; #"$data_root/in/acquis.truecased.4.align.uniq";
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my $lex_file = $ARGV[4]; #$data_root/in/lex.4;
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my $pt_file = $ARGV[5]; #"$data_root/out/pt";
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my $cmd;
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print "pt_file=$pt_file \n";
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my $TMPDIR=dirname($pt_file) ."/tmp.$$";
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$cmd = "mkdir -p $TMPDIR";
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`$cmd`;
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my $match_file = "$TMPDIR/match";
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# suffix array creation and extraction
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$cmd = "$RealBin/fuzzy-match --multiple $in_file $source_file > $match_file";
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`$cmd`;
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# make into xml and pt
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my $out_file = "$TMPDIR/ac-test.input.xml.4.uniq.multi.tuning";
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my @INPUT = `cat $in_file`; chop(@INPUT);
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my @ALL_SOURCE = `cat $source_file`; chop(@ALL_SOURCE);
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my @ALL_TARGET = `cat $target_file`; chop(@ALL_TARGET);
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my @ALL_ALIGNMENT = `cat $alignment_file`; chop(@ALL_ALIGNMENT);
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open(MATCH,$match_file);
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open(FRAME,">$out_file");
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open(RULE,">$out_file.extract") if $OUTPUT_RULES;
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open(RULE_INV,">$out_file.extract.inv") if $OUTPUT_RULES;
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open(INFO,">$out_file.info");
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while( my $match = <MATCH> ) {
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chop($match);
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my ($score,$sentence,$path) = split(/ \|\|\| /,$match);
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$score =~ /^(\d+) (.+)/ || die;
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my ($i,$match_score) = ($1,$2);
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# construct frame
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if ($sentence < 1e9 && $sentence >= 0) {
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my $SOURCE = $ALL_SOURCE[$sentence];
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my @ALIGNMENT = split(/ \|\|\| /,$ALL_ALIGNMENT[$sentence]);
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my @TARGET = split(/ \|\|\| /,$ALL_TARGET[$sentence]);
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for(my $j=0;$j<scalar(@TARGET);$j++) {
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$TARGET[$j] =~ /^(\d+) (.+)$/ || die;
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my ($target_count,$target) = ($1,$2);
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my ($frame,$rule_s,$rule_t,$rule_alignment,$rule_alignment_inv) =
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&create_xml($SOURCE,
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$INPUT[$i],
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$target,
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$ALIGNMENT[$j],
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$path);
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print FRAME $frame."\n";
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print RULE "$rule_s [X] ||| $rule_t [X] ||| $rule_alignment ||| $target_count\n" if $OUTPUT_RULES;
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print RULE_INV "$rule_t [X] ||| $rule_s [X] ||| $rule_alignment_inv ||| $target_count\n" if $OUTPUT_RULES;
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print INFO "$i ||| $match_score ||| $target_count\n";
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}
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}
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}
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close(FRAME);
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close(MATCH);
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close(RULE) if $OUTPUT_RULES;
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close(RULE_INV) if $OUTPUT_RULES;
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`LC_ALL=C sort $out_file.extract | gzip -c > $out_file.extract.sorted.gz`;
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`LC_ALL=C sort $out_file.extract.inv | gzip -c > $out_file.extract.inv.sorted.gz`;
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`$RealBin/../../scripts/training/train-model.perl -dont-zip -first-step 6 -last-step 6 -f en -e fr -hierarchical -extract-file $out_file.extract -lexical-file $lex_file -phrase-translation-table $pt_file` if $OUTPUT_RULES;
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sub create_xml {
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my ($source,$input,$target,$alignment,$path) = @_;
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my @INPUT = split(/ /,$input);
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my @SOURCE = split(/ /,$source);
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my @TARGET = split(/ /,$target);
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my %ALIGN = &create_alignment($alignment);
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my %FRAME_INPUT;
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my (@NT,@INPUT_BITMAP,@TARGET_BITMAP,%ALIGNMENT_I_TO_S);
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foreach (@TARGET) { push @TARGET_BITMAP,1 }
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### STEP 1: FIND MISMATCHES
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my ($s,$i) = (0,0);
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my $currently_matching = 0;
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my ($start_s,$start_i) = (0,0);
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$path .= "X"; # indicate end
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print "$input\n$source\n$target\n$path\n";
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for(my $p=0;$p<length($path);$p++) {
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my $action = substr($path,$p,1);
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# beginning of a mismatch
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if ($currently_matching && $action ne "M" && $action ne "X") {
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$start_i = $i;
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$start_s = $s;
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$currently_matching = 0;
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}
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# end of a mismatch
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elsif (!$currently_matching &&
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($action eq "M" || $action eq "X")) {
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# remove use of affected target words
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for(my $ss = $start_s; $ss<$s; $ss++) {
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foreach my $tt (keys %{${$ALIGN{'s'}}[$ss]}) {
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$TARGET_BITMAP[$tt] = 0;
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}
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# also remove enclosed unaligned words?
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}
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# are there input words that need to be inserted ?
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print "($start_i<$i)?\n";
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if ($start_i<$i) {
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# take note of input words to be inserted
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my $insertion = "";
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for(my $ii = $start_i; $ii<$i; $ii++) {
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$insertion .= $INPUT[$ii]." ";
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}
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# find position for inserted input words
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# find first removed target word
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my $start_t = 1000;
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for(my $ss = $start_s; $ss<$s; $ss++) {
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foreach my $tt (keys %{${$ALIGN{'s'}}[$ss]}) {
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$start_t = $tt if $tt < $start_t;
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}
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}
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# end of sentence? add to end
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if ($start_t == 1000 && $i > $#INPUT) {
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$start_t = $#TARGET;
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}
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# backtrack to previous words if unaligned
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if ($start_t == 1000) {
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$start_t = -1;
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for(my $ss = $s-1; $start_t==-1 && $ss>=0; $ss--) {
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foreach my $tt (keys %{${$ALIGN{'s'}}[$ss]}) {
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$start_t = $tt if $tt > $start_t;
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}
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}
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}
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$FRAME_INPUT{$start_t} .= $insertion;
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my %NT = ("start_t" => $start_t,
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"start_i" => $start_i );
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push @NT,\%NT;
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}
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$currently_matching = 1;
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}
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print "$action $s $i ($start_s $start_i) $currently_matching";
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if ($action ne "I") {
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print " ->";
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foreach my $tt (keys %{${$ALIGN{'s'}}[$s]}) {
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print " ".$tt;
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}
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}
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print "\n";
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$s++ unless $action eq "I";
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$i++ unless $action eq "D";
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$ALIGNMENT_I_TO_S{$i} = $s unless $action eq "D";
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push @INPUT_BITMAP, 1 if $action eq "M";
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push @INPUT_BITMAP, 0 if $action eq "I" || $action eq "S";
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}
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print $target."\n";
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foreach (@TARGET_BITMAP) { print $_; } print "\n";
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foreach (sort keys %FRAME_INPUT) {
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print "$_: $FRAME_INPUT{$_}\n";
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}
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### STEP 2: BUILD RULE AND FRAME
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# hierarchical rule
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my $rule_s = "";
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my $rule_pos_s = 0;
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my %RULE_ALIGNMENT_S;
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for(my $i=0;$i<scalar(@INPUT_BITMAP);$i++) {
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if ($INPUT_BITMAP[$i]) {
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$rule_s .= $INPUT[$i]." ";
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$RULE_ALIGNMENT_S{$ALIGNMENT_I_TO_S{$i}} = $rule_pos_s++;
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}
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foreach my $NT (@NT) {
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if ($i == $$NT{"start_i"}) {
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$rule_s .= "[X][X] ";
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$$NT{"rule_pos_s"} = $rule_pos_s++;
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}
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}
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}
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my $rule_t = "";
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my $rule_pos_t = 0;
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my %RULE_ALIGNMENT_T;
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for(my $t=-1;$t<scalar(@TARGET_BITMAP);$t++) {
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if ($t>=0 && $TARGET_BITMAP[$t]) {
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$rule_t .= $TARGET[$t]." ";
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$RULE_ALIGNMENT_T{$t} = $rule_pos_t++;
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}
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foreach my $NT (@NT) {
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if ($t == $$NT{"start_t"}) {
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$rule_t .= "[X][X] ";
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$$NT{"rule_pos_t"} = $rule_pos_t++;
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}
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}
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}
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my $rule_alignment = "";
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foreach my $s (sort { $a <=> $b} keys %RULE_ALIGNMENT_S) {
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foreach my $t (keys %{$ALIGN{"s"}[$s]}) {
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next unless defined($RULE_ALIGNMENT_T{$t});
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$rule_alignment .= $RULE_ALIGNMENT_S{$s}."-".$RULE_ALIGNMENT_T{$t}." ";
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}
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}
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foreach my $NT (@NT) {
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$rule_alignment .= $$NT{"rule_pos_s"}."-".$$NT{"rule_pos_t"}." ";
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}
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chop($rule_s);
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chop($rule_t);
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chop($rule_alignment);
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my $rule_alignment_inv = "";
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foreach (split(/ /,$rule_alignment)) {
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/^(\d+)\-(\d+)$/;
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$rule_alignment_inv .= "$2-$1 ";
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}
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chop($rule_alignment_inv);
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# frame
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my $frame = "";
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$frame = $FRAME_INPUT{-1} if defined $FRAME_INPUT{-1};
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my $currently_included = 0;
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my $start_t = -1;
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push @TARGET_BITMAP,0; # indicate end
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for(my $t=0;$t<=scalar(@TARGET);$t++) {
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# beginning of tm target inclusion
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if (!$currently_included && $TARGET_BITMAP[$t]) {
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$start_t = $t;
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$currently_included = 1;
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}
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# end of tm target inclusion (not included word or inserted input)
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elsif ($currently_included &&
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(!$TARGET_BITMAP[$t] || defined($FRAME_INPUT{$t}))) {
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# add xml (unless change is at the beginning of the sentence
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if ($start_t >= 0) {
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my $target = "";
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print "for(tt=$start_t;tt<$t+$TARGET_BITMAP[$t]);\n";
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for(my $tt=$start_t;$tt<$t+$TARGET_BITMAP[$t];$tt++) {
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$target .= $TARGET[$tt] . " ";
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}
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chop($target);
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$frame .= "<xml translation=\"$target\"> x </xml> ";
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}
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$currently_included = 0;
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}
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$frame .= $FRAME_INPUT{$t} if defined $FRAME_INPUT{$t};
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print "$TARGET_BITMAP[$t] $t ($start_t) $currently_included\n";
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}
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print $frame."\n-------------------------------------\n";
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return ($frame,$rule_s,$rule_t,$rule_alignment,$rule_alignment_inv);
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}
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sub create_alignment {
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my ($line) = @_;
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my (@ALIGNED_TO_S,@ALIGNED_TO_T);
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foreach my $point (split(/ /,$line)) {
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my ($s,$t) = split(/\-/,$point);
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$ALIGNED_TO_S[$s]{$t}++;
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$ALIGNED_TO_T[$t]{$s}++;
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}
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my %ALIGNMENT = ( 's' => \@ALIGNED_TO_S, 't' => \@ALIGNED_TO_T );
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return %ALIGNMENT;
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}
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