1 files changed, 339 insertions, 0 deletions
diff --git a/word-aligner/make_lex_grammar.pl b/word-aligner/make_lex_grammar.pl
new file mode 100755
index 00000000..bdb2752c
--- /dev/null
+++ b/word-aligner/make_lex_grammar.pl
@@ -0,0 +1,339 @@
+#!/usr/bin/perl -w
+use utf8;
+use strict;
+
+my $LIMIT_SIZE=30;
+
+my ($effile, $model1, $imodel1, $orthof, $orthoe, $class_e, $class_f) = @ARGV;
+die "Usage: $0 corpus.fr-en corpus.f-e.model1 corpus.e-f.model1 corpus.orthonorm-dict.f corpus.orthnorm-dict.e class.e class.f\n" unless $effile && -f $effile && $model1 && -f $model1 && $imodel1 && -f $imodel1 && $orthof && -f $orthof && $orthoe && -f $orthoe && -f $class_e && -f $class_f;
+
+my %eclass = ();
+my %fclass = ();
+load_classes($class_e, \%eclass);
+load_classes($class_f, \%fclass);
+
+our %cache;
+open EF, "<$effile" or die;
+open M1, "<$model1" or die;
+open IM1, "<$imodel1" or die;
+binmode(EF,":utf8");
+binmode(M1,":utf8");
+binmode(IM1,":utf8");
+binmode(STDOUT,":utf8");
+my %model1;
+print STDERR "Reading model1...\n";
+my %sizes = ();
+while(<M1>) {
+  chomp;
+  my ($f, $e, $lp) = split /\s+/;
+  $model1{$f}->{$e} = 1;
+  $sizes{$f}++;
+}
+close M1;
+
+my $inv_add = 0;
+my %invm1;
+print STDERR "Reading inverse model1...\n";
+my %esizes=();
+while(<IM1>) {
+  chomp;
+  my ($e, $f, $lp) = split /\s+/;
+  $invm1{$e}->{$f} = 1;
+  $esizes{$e}++;
+  if (($sizes{$f} or 0) < $LIMIT_SIZE && !(defined $model1{$f}->{$e})) {
+    $model1{$f}->{$e} = 1;
+    $sizes{$f}++;
+    $inv_add++;
+  }
+}
+close IM1;
+print STDERR "Added $inv_add from inverse model1\n";
+
+open M1, "<$model1" or die;
+binmode(M1,":utf8");
+my $dir_add = 0;
+print STDERR "Reading model1 (again) for extra inverse translations...\n";
+while(<M1>) {
+  chomp;
+  my ($f, $e, $lp) = split /\s+/;
+  if (($esizes{$e} or 0) < $LIMIT_SIZE && !(defined $invm1{$e}->{$f})) {
+    $invm1{$e}->{$f} = 1;
+    $esizes{$e}++;
+    $dir_add++;
+  }
+}
+close M1;
+print STDERR "Added $dir_add from model 1\n";
+print STDERR "Generating grammars...\n";
+open OE, "<$orthoe" or die;
+binmode(OE,":utf8");
+my %oe_dict;
+while(<OE>) {
+  chomp;
+  my ($a, $b) = split / \|\|\| /, $_;
+  die "BAD: $_" unless defined $a && defined $b;
+  $oe_dict{$a} = $b;
+}
+close OE;
+open OF, "<$orthof" or die;
+binmode(OF,":utf8");
+my %of_dict;
+while(<OF>) {
+  chomp;
+  my ($a, $b) = split / \|\|\| /, $_;
+  die "BAD: $_" unless defined $a && defined $b;
+  $of_dict{$a} = $b;
+}
+close OF;
+$of_dict{'<eps>'} = '<eps>';
+$oe_dict{'<eps>'} = '<eps>';
+
+my $MIN_FEATURE_COUNT = 0;
+my $ADD_PREFIX_ID = 0;
+my $ADD_CLASS_CLASS = 1;
+my $ADD_LEN = 1;
+my $ADD_SIM = 1;
+my $ADD_DICE = 1;
+my $ADD_111 = 1;
+my $ADD_ID = 1;
+my $ADD_PUNC = 1;
+my $ADD_NULL = 0;
+my $ADD_STEM_ID = 1;
+my $ADD_SYM = 0;
+my $BEAM_RATIO = 50;
+
+my %fdict;
+my %fcounts;
+my %ecounts;
+
+my %sdict;
+
+while(<EF>) {
+  chomp;
+  my ($f, $e) = split /\s*\|\|\|\s*/;
+  my @es = split /\s+/, $e;
+  my @fs = split /\s+/, $f;
+  for my $ew (@es){ $ecounts{$ew}++; }
+  push @fs, '<eps>' if $ADD_NULL;
+  for my $fw (@fs){ $fcounts{$fw}++; }
+  for my $fw (@fs){
+    for my $ew (@es){
+      $fdict{$fw}->{$ew}++;
+    }
+  }
+}
+
+my $specials = 0;
+my $fc = 1000000;
+my $sids = 1000000;
+for my $f (sort keys %fdict) {
+  my $re = $fdict{$f};
+  my $max;
+  for my $e (sort {$re->{$b} <=> $re->{$a}} keys %$re) {
+    my $efcount = $re->{$e};
+    unless (defined $max) { $max = $efcount; }
+    my $m1 = $model1{$f}->{$e};
+    my $im1 = $invm1{$e}->{$f};
+    my $is_good_pair = (defined $m1);
+    my $is_inv_good_pair = (defined $im1);
+    my $dice = 2 * $efcount / ($ecounts{$e} + $fcounts{$f});
+    my @feats;
+    if ($efcount > $MIN_FEATURE_COUNT) {
+      $fc++;
+      push @feats, "F$fc=1";
+    }
+    if ($ADD_SYM && $is_good_pair && $is_inv_good_pair) { push @feats, 'Sym=1'; }
+    my $oe = $oe_dict{$e};
+    die "Can't find orthonorm form for $e" unless defined $oe;
+    my $of = $of_dict{$f};
+    die "Can't find orthonorm form for $f" unless defined $of;
+    my $len_e = length($oe);
+    my $len_f = length($of);
+    push @feats, "Dice=$dice" if $ADD_DICE;
+    if ($ADD_CLASS_CLASS) {
+      my $ce = $eclass{$e} or die "E- no class for: $e";
+      my $cf = $fclass{$f} or die "F- no class for: $f";
+      push @feats, "C${cf}_${ce}=1";
+    }
+    my $is_null = undef;
+    if ($ADD_NULL && $f eq '<eps>') {
+      push @feats, "IsNull=1";
+      $is_null = 1;
+    }
+    if ($ADD_LEN) {
+      if (!$is_null) {
+        my $dlen = abs($len_e - $len_f);
+        push @feats, "DLen=$dlen";
+      }
+    }
+    my $f_num = ($of =~ /^-?\d[0-9\.\,]+%?$/ && (length($of) > 3));
+    my $e_num = ($oe =~ /^-?\d[0-9\.\,]+%?$/ && (length($oe) > 3));
+    my $both_non_numeric = (!$e_num && !$f_num);
+    if ($ADD_STEM_ID) {
+      my $el = 4;
+      my $fl = 4;
+      if ($oe =~ /^al|re|co/) { $el++; }
+      if ($of =~ /^al|re|co/) { $fl++; }
+      if ($oe =~ /^trans|inter/) { $el+=2; }
+      if ($of =~ /^trans|inter/) { $fl+=2; }
+      if ($fl > length($of)) { $fl = length($of); }
+      if ($el > length($oe)) { $el = length($oe); }
+      my $sf = substr $of, 0, $fl;
+      my $se = substr $oe, 0, $el;
+      my $id = $sdict{$sf}->{$se};
+      if (!$id) {
+        $sids++;
+	$sdict{$sf}->{$se} = $sids;
+	$id = $sids;
+      }
+      push @feats, "S$id=1";
+    }
+    if ($ADD_PREFIX_ID) {
+      if ($len_e > 3 && $len_f > 3 && $both_non_numeric) { 
+        my $pe = substr $oe, 0, 3;
+        my $pf = substr $of, 0, 3;
+        if ($pe eq $pf) { push @feats, "PfxIdentical=1"; }
+      }
+    }
+    if ($ADD_SIM) {
+      my $ld = 0;
+      my $eff = $len_e;
+      if ($eff < $len_f) { $eff = $len_f; }
+      if (!$is_null) {
+        $ld = ($eff - levenshtein($oe, $of)) / sqrt($eff);
+      }
+      if ($ld > 1.5) { $is_good_pair = 1; }
+      push @feats, "OrthoSim=$ld";
+    }
+    my $ident = ($e eq $f);
+    if ($ident) { $is_good_pair = 1; }
+    if ($ident && $ADD_ID) { push @feats, "Identical=$len_e"; }
+    if ($efcount == 1 && $ecounts{$e} == 1 && $fcounts{$f} == 1) {
+      $is_good_pair = 1;
+      if ($ADD_111) {
+        push @feats, "OneOneOne=1";
+      }
+    }
+    if ($ADD_PUNC) {
+      if ($f =~ /^[!,\-\/"':;=+?.()\[\]«»]+$/ && $e =~ /[a-z]+/) {
+        push @feats, "PuncMiss=1";
+      }
+    }
+    my $is_special = ($is_good_pair && !(defined $m1));
+    $specials++ if $is_special;
+    print STDERR "$f -> $e\n" if $is_special;
+    print "1 ||| $f ||| $e ||| @feats\n" if $is_good_pair;
+    print "2 ||| $e ||| $f ||| @feats\n" if $is_inv_good_pair;
+  }
+}
+print STDERR "Added $specials special rules that were not in the M1 set\n";
+
+
+sub levenshtein
+{
+    # $s1 and $s2 are the two strings
+    # $len1 and $len2 are their respective lengths
+    #
+    my ($s1, $s2) = @_;
+    my ($len1, $len2) = (length $s1, length $s2);
+
+    # If one of the strings is empty, the distance is the length
+    # of the other string
+    #
+    return $len2 if ($len1 == 0);
+    return $len1 if ($len2 == 0);
+
+    my %mat;
+
+    # Init the distance matrix
+    #
+    # The first row to 0..$len1
+    # The first column to 0..$len2
+    # The rest to 0
+    #
+    # The first row and column are initialized so to denote distance
+    # from the empty string
+    #
+    for (my $i = 0; $i <= $len1; ++$i)
+    {
+        for (my $j = 0; $j <= $len2; ++$j)
+        {
+            $mat{$i}{$j} = 0;
+            $mat{0}{$j} = $j;
+        }
+
+        $mat{$i}{0} = $i;
+    }
+
+    # Some char-by-char processing is ahead, so prepare
+    # array of chars from the strings
+    #
+    my @ar1 = split(//, $s1);
+    my @ar2 = split(//, $s2);
+
+    for (my $i = 1; $i <= $len1; ++$i)
+    {
+        for (my $j = 1; $j <= $len2; ++$j)
+        {
+            # Set the cost to 1 iff the ith char of $s1
+            # equals the jth of $s2
+            # 
+            # Denotes a substitution cost. When the char are equal
+            # there is no need to substitute, so the cost is 0
+            #
+            my $cost = ($ar1[$i-1] eq $ar2[$j-1]) ? 0 : 1;
+
+            # Cell $mat{$i}{$j} equals the minimum of:
+            #
+            # - The cell immediately above plus 1
+            # - The cell immediately to the left plus 1
+            # - The cell diagonally above and to the left plus the cost
+            #
+            # We can either insert a new char, delete a char or
+            # substitute an existing char (with an associated cost)
+            #
+            $mat{$i}{$j} = min([$mat{$i-1}{$j} + 1,
+                                $mat{$i}{$j-1} + 1,
+                                $mat{$i-1}{$j-1} + $cost]);
+        }
+    }
+
+    # Finally, the Levenshtein distance equals the rightmost bottom cell
+    # of the matrix
+    #
+    # Note that $mat{$x}{$y} denotes the distance between the substrings
+    # 1..$x and 1..$y
+    #
+    return $mat{$len1}{$len2};
+}
+
+
+# minimal element of a list
+#
+sub min
+{
+    my @list = @{$_[0]};
+    my $min = $list[0];
+
+    foreach my $i (@list)
+    {
+        $min = $i if ($i < $min);
+    }
+
+    return $min;
+}
+
+sub load_classes {
+  my ($file, $ref) = @_;
+  print STDERR "Reading classes from $file...\n";
+  open F, "<$file" or die "Can't read $file: $!";
+  binmode(F, ":utf8") or die;
+  while(<F>) {
+    chomp;
+    my ($word, $class) = split /\s+/;
+#    print STDERR "'$word' -> $class\n";
+    $ref->{$word} = $class;
+  }
+  close F;
+}
+