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	<id>https://wiki.apertium.org/w/index.php?action=history&amp;feed=atom&amp;title=Evalution_kaz-tur_Machine_Translation_System</id>
	<title>Evalution kaz-tur Machine Translation System - Revision history</title>
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	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67726&amp;oldid=prev</id>
		<title>Purplemoon at 10:16, 24 October 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67726&amp;oldid=prev"/>
		<updated>2018-10-24T10:16:46Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;col class=&quot;diff-content&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 10:16, 24 October 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
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&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;The text files which used to calculate the evaluation was putted on github https://github.com/apertium/apertium-kaz-tur/tree/master/eval.  &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;The text files which used to calculate the evaluation was putted on github https://github.com/apertium/apertium-kaz-tur/tree/master/eval.  &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower. The differential evaluation results add into apertium-kaz-tur in github https://github.com/apertium/apertium-kaz-tur/blob/master/eval/&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;test2&lt;/del&gt;.txt &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower. The differential evaluation results add into apertium-kaz-tur in github https://github.com/apertium/apertium-kaz-tur/blob/master/eval/&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;test&lt;/ins&gt;.txt &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;We manually checked each of the &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;translations&lt;/del&gt; output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;&#039;s structural-transfer module&lt;/del&gt;. We found out&lt;del class=&quot;diffchange diffchange-inline&quot;&gt; that&lt;/del&gt; the new &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;module&#039;s&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;rate&lt;/del&gt; was &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;%93&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;and&lt;/del&gt; the old &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;module&#039;s&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;rate&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;was&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;%73&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;for&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;both&lt;/del&gt; out of 100 sentences&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;,&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;there&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;are&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;%20&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;differences&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;between&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;two systems&lt;/del&gt; and &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;about&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;%&lt;/del&gt;7 &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;sentences&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;were&lt;/del&gt; &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;bad in&lt;/del&gt; both &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;output&lt;/del&gt;.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;We manually checked each of the &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;translation&lt;/ins&gt; output by the structural-transfer module to see if the applying rules&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt; with new apertium&lt;/ins&gt; were better or worse than the old apertium. We found out the new &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;apertium&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;in 33 sentences out of 100&lt;/ins&gt; was &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;better&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;than old apertium, just in 3 sentences out of 100&lt;/ins&gt; the old &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;apertium&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;achive&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;better&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;than&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;the&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;new apertium. Also, in 56&lt;/ins&gt; out of 100 sentences &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;both&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;systems&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;got&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;the&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;right&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;translation,&lt;/ins&gt; and &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;in&lt;/ins&gt; 7 &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;out&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;of&lt;/ins&gt; &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;100&lt;/ins&gt; both &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;of them had bad translation&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67720&amp;oldid=prev</id>
		<title>Purplemoon at 19:49, 23 October 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67720&amp;oldid=prev"/>
		<updated>2018-10-23T19:49:58Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;col class=&quot;diff-content&quot; /&gt;
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				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 19:49, 23 October 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;The text files which used to calculate the evaluation was putted on github https://github.com/apertium/apertium-kaz-tur/tree/master/eval.  &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;The text files which used to calculate the evaluation was putted on github https://github.com/apertium/apertium-kaz-tur/tree/master/eval.  &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt; The differential evaluation results add into apertium-kaz-tur in github https://github.com/apertium/apertium-kaz-tur/blob/master/eval/test2.txt &lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039;s structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both output.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039;s structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both output.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67711&amp;oldid=prev</id>
		<title>Purplemoon at 18:54, 21 October 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67711&amp;oldid=prev"/>
		<updated>2018-10-21T18:54:37Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
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				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 18:54, 21 October 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 18:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 18:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our new apertium Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our new apertium Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator {http://wiki.apertium.org/wiki/apertium-eval-translator}.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator {http://wiki.apertium.org/wiki/apertium-eval-translator}.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;The text files which used to calculate the evaluation was putted on github https://github.com/apertium/apertium-kaz-tur/tree/master/eval.  &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67708&amp;oldid=prev</id>
		<title>Purplemoon at 18:21, 21 October 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67708&amp;oldid=prev"/>
		<updated>2018-10-21T18:21:14Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;col class=&quot;diff-content&quot; /&gt;
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				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 18:21, 21 October 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
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  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 8:&lt;/td&gt;
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&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|-&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|-&lt;/div&gt;&lt;/td&gt;
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&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|new-system&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|new-system&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;|&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;23&lt;/del&gt;.&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;57&lt;/del&gt; &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;|&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;20&lt;/ins&gt;.&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;87&lt;/ins&gt; &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;|&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;23.&lt;/del&gt;19&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;|19&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;.98&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|-&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|-&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|old-system &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|old-system &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67653&amp;oldid=prev</id>
		<title>Purplemoon at 16:26, 17 September 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67653&amp;oldid=prev"/>
		<updated>2018-09-17T16:26:29Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 16:26, 17 September 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039;s structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;out&lt;/del&gt;.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039;s structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;output&lt;/ins&gt;.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67652&amp;oldid=prev</id>
		<title>Purplemoon at 16:19, 17 September 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67652&amp;oldid=prev"/>
		<updated>2018-09-17T16:19:14Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 16:19, 17 September 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 21:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039; structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both out.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;s&lt;/ins&gt; structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both out.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67651&amp;oldid=prev</id>
		<title>Purplemoon at 16:18, 17 September 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67651&amp;oldid=prev"/>
		<updated>2018-09-17T16:18:26Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 16:18, 17 September 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 16:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 16:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|}&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|}&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt; new apertium&lt;/ins&gt; Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator {http://wiki.apertium.org/wiki/apertium-eval-translator}.&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator {http://wiki.apertium.org/wiki/apertium-eval-translator}.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Because the error rate was low for the new-apertium, we chose to do a differential evaluation compared to the old-apertium, to see if in fact, the error rate was actually lower.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;We manually checked each of the translations output by the structural-transfer module to see if the applying rules were better or worse than the old apertium&#039; structural-transfer module. We found out that the new module&#039;s rate was %93 and the old module&#039;s rate was %73 for both out of 100 sentences, there are %20 differences between two systems and about %7 sentences were bad in both out.&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67650&amp;oldid=prev</id>
		<title>Purplemoon at 15:52, 17 September 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67650&amp;oldid=prev"/>
		<updated>2018-09-17T15:52:40Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 15:52, 17 September 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 17:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 17:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;br /&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;−&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-deletedline diff-side-deleted&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;tool\footnote{\url&lt;/del&gt;{http://wiki.apertium.org/wiki/apertium-eval-translator}&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;}&lt;/del&gt;&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator {http://wiki.apertium.org/wiki/apertium-eval-translator}&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;.&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67649&amp;oldid=prev</id>
		<title>Purplemoon at 15:51, 17 September 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67649&amp;oldid=prev"/>
		<updated>2018-09-17T15:51:34Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 15:51, 17 September 2018&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 15:&lt;/td&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 15:&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|41.69&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|41.69&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;|}&lt;/div&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;|}&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;br /&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Besides calculating WER and PER for our Kazakh-Turkish MT system, we did the same for old apertium Kazakh-Turkish MT system. The procedure was the same for both of them. We took a small (1,025 tokens) Kazakh text, which was a concatenation of several articles from Wikipedia and translated it using the two MT systems. The output of each system was postedited independently to avoid biasing in favour of one particular system. &lt;/div&gt;&lt;/td&gt;
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  &lt;td colspan=&quot;2&quot; class=&quot;diff-empty diff-side-deleted&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;
  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Then we calculated WER and PER for each using the apertium-eval-translator tool\footnote{\url{http://wiki.apertium.org/wiki/apertium-eval-translator}}&lt;/div&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67648&amp;oldid=prev</id>
		<title>Purplemoon at 15:42, 17 September 2018</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Evalution_kaz-tur_Machine_Translation_System&amp;diff=67648&amp;oldid=prev"/>
		<updated>2018-09-17T15:42:38Z</updated>

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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 15:42, 17 September 2018&lt;/td&gt;
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  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;! &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;System&lt;/ins&gt; !! WER(%) !! PER(%)  &lt;/div&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;
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&lt;/table&gt;</summary>
		<author><name>Purplemoon</name></author>
		
	</entry>
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