From d2bc6a2584f18c7037bea65df8566e21ee53c190 Mon Sep 17 00:00:00 2001
From: Nadir Durrani <nadir@hel.inf.ed.ac.uk>
Date: Thu, 4 Jul 2013 19:58:19 +0100
Subject: [PATCH] In EMS

---
 scripts/OSM/OSM-Train             | Bin 26391 -> 0 bytes
 scripts/OSM/OSM-Train.sh          |  45 +++++++++++++++---------------
 scripts/ems/experiment.meta       |   6 ++--
 scripts/ems/experiment.perl       |   4 ++-
 scripts/training/train-model.perl |  12 +++++++-
 5 files changed, 39 insertions(+), 28 deletions(-)
 delete mode 100755 scripts/OSM/OSM-Train

diff --git a/scripts/OSM/OSM-Train b/scripts/OSM/OSM-Train
deleted file mode 100755
index 5e9b607aa9776733fa6b8bd4ac70927040e313a2..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/scripts/OSM/OSM-Train.sh b/scripts/OSM/OSM-Train.sh
index cb20f5f1e..019976ab5 100755
--- a/scripts/OSM/OSM-Train.sh
+++ b/scripts/OSM/OSM-Train.sh
@@ -1,35 +1,34 @@
 #!/bin/sh
 
-PATH=$PATH:/fs/hel1/nadir/SRILM/bin/i686-m64/
-
 echo 'Training OSM - Start'
 date
 
+mkdir $5
+ln -s $1 $5/e
+ln -s $2 $5/f
+
+$6/scripts/OSM/flipAlignment $3 > $5/align
+
+echo 'Extracting Singletons'
+
+$6/scripts/OSM/extract-singletons.perl $5/e $5/f $5/align > $5/Singletons
+
+echo 'Converting Bilingual Sentence Pair into Operation Corpus'
+
+$6/scripts/OSM/generateSequences $5/e $5/f $5/align $5/Singletons > $5/opCorpus			# Generates Operation Corpus
+
+echo 'Learning Operation Sequence Translation Model'
+
+ngram-count -kndiscount -order $4 -unk -text $5/opCorpus -lm $5/operationLM
+
+echo 'Binarizing'
+
+$6/bin/build_binary $5/operationLM$4 $5/operationLM.bin
+
 \rm $5/e
 \rm $5/f
 \rm $5/align
 
-ln -s $1 $5/e
-ln -s $2 $5/f
-
-./flipAlignment $3 > $5/align
-
-echo 'Extracting Singletons'
-
-./extract-singletons.perl $5/e $5/f $5/align > $5/Singletons
-
-echo 'Converting Bilingual Sentence Pair into Operation Corpus'
-
-./generateSequences $5/e $5/f $5/align $5/Singletons > $5/opCorpus			# Generates Operation Corpus
-
-echo 'Learning Operation Sequence Translation Model'
-
-ngram-count -kndiscount -order $4 -unk -text $5/opCorpus -lm $5/operationLM$4
-
-echo 'Binarizing'
-
-../../bin/build_binary $5/operationLM$4 $5/operationLM$4.bin
-
 echo 'Training OSM - End'
 date
 
diff --git a/scripts/ems/experiment.meta b/scripts/ems/experiment.meta
index cf79d580b..0ead260bb 100644
--- a/scripts/ems/experiment.meta
+++ b/scripts/ems/experiment.meta
@@ -516,8 +516,8 @@ build-osm
 	out: osm-model
 	ignore-unless: operation-sequence-model
 	rerun-on-change: operation-sequence-model training-options script giza-settings 
-	template: $moses-script-dir/OSM/OSM-Train IN0.$output-extension IN0.$input-extension IN1.$alignment-symmetrization-method $operation-sequence-model-order OUT $moses-src-dir
-	default-name: model/OSM/
+	template: $moses-script-dir/OSM/OSM-Train.sh IN0.$output-extension IN0.$input-extension IN1.$alignment-symmetrization-method $operation-sequence-model-order OUT $moses-src-dir
+	default-name: model/OSM
 extract-phrases
 	in: corpus-mml-postfilter=OR=word-alignment scored-corpus
 	out: extracted-phrases
@@ -586,7 +586,7 @@ build-sparse
         default-name: model/sparse-features
 	template: $moses-script-dir/ems/support/build-sparse-features.perl IN $input-extension $output-extension OUT "$sparse-features"
 create-config
-	in: sigtest-filter-reordering-table sigtest-filter-phrase-translation-table generation-table sparse corpus-mml-prefilter=OR=corpus-mml-postfilter=OR=domains INTERPOLATED-LM:binlm LM:binlm osm-model
+	in: sigtest-filter-reordering-table sigtest-filter-phrase-translation-table generation-table sparse corpus-mml-prefilter=OR=corpus-mml-postfilter=OR=domains osm-model INTERPOLATED-LM:binlm LM:binlm 
 	out: config
 	ignore-if: use-hiero
 	rerun-on-change: decoding-steps alignment-factors translation-factors reordering-factors generation-factors lexicalized-reordering training-options script decoding-graph-backoff score-settings additional-ini
diff --git a/scripts/ems/experiment.perl b/scripts/ems/experiment.perl
index e22638d79..d3a4f9788 100755
--- a/scripts/ems/experiment.perl
+++ b/scripts/ems/experiment.perl
@@ -2164,11 +2164,13 @@ sub get_config_tables {
 sub define_training_create_config {
     my ($step_id) = @_;
 
-    my ($config,$reordering_table,$phrase_translation_table,$generation_table,$sparse_lexical_features,$domains,@LM)
+    my ($config,$reordering_table,$phrase_translation_table,$generation_table,$sparse_lexical_features,$domains,$osm, @LM)
 			= &get_output_and_input($step_id);
 
     my $cmd = &get_config_tables($config,$reordering_table,$phrase_translation_table,$generation_table,$domains);
 
+    $cmd .= "-osm-model $osm/operationLM.bin " if $osm;
+	
     # sparse lexical features provide additional content for config file
     $cmd .= "-additional-ini-file $sparse_lexical_features.ini " if $sparse_lexical_features;
 
diff --git a/scripts/training/train-model.perl b/scripts/training/train-model.perl
index 8f5580541..332eb78bb 100755
--- a/scripts/training/train-model.perl
+++ b/scripts/training/train-model.perl
@@ -31,7 +31,7 @@ my($_EXTERNAL_BINDIR, $_ROOT_DIR, $_CORPUS_DIR, $_GIZA_E2F, $_GIZA_F2E, $_MODEL_
    $_DECODING_GRAPH_BACKOFF,
    $_DECODING_STEPS, $_PARALLEL, $_FACTOR_DELIMITER, @_PHRASE_TABLE,
    @_REORDERING_TABLE, @_GENERATION_TABLE, @_GENERATION_TYPE, $_GENERATION_CORPUS,
-   $_DONT_ZIP,  $_MGIZA, $_MGIZA_CPUS, $_SNT2COOC, $_HMM_ALIGN, $_CONFIG,
+   $_DONT_ZIP,  $_MGIZA, $_MGIZA_CPUS, $_SNT2COOC, $_HMM_ALIGN, $_CONFIG, $_OSM,
    $_HIERARCHICAL,$_XML,$_SOURCE_SYNTAX,$_TARGET_SYNTAX,$_GLUE_GRAMMAR,$_GLUE_GRAMMAR_FILE,$_UNKNOWN_WORD_LABEL_FILE,$_GHKM,$_PCFG,@_EXTRACT_OPTIONS,@_SCORE_OPTIONS,
    $_ALT_DIRECT_RULE_SCORE_1, $_ALT_DIRECT_RULE_SCORE_2,
    $_OMIT_WORD_ALIGNMENT,$_FORCE_FACTORED_FILENAMES,
@@ -119,6 +119,7 @@ $_HELP = 1
 		       'xml' => \$_XML,
 		       'no-word-alignment' => \$_OMIT_WORD_ALIGNMENT,
 		       'config=s' => \$_CONFIG,
+		       'osm-model=s' => \$_OSM,	
 		       'max-lexical-reordering' => \$_MAX_LEXICAL_REORDERING,
 		       'do-steps=s' => \$_DO_STEPS,
 		       'memscore:s' => \$_MEMSCORE,
@@ -1992,6 +1993,15 @@ sub create_ini {
       }
   }
 
+  # operation sequence model
+
+  if($_OSM)
+  {
+
+      $feature_spec .= "OpSequenceModel num-features=5 path=". $_OSM . " \n";
+      $weight_spec  .= "OpSequenceModel0= 0.08 -0.02 0.02 -0.001 0.03\n";
+  }	
+
   # distance-based reordering
   if (!$_HIERARCHICAL) {
     $feature_spec .= "Distortion\n";