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	<id>https://wiki.apertium.org/w/index.php?action=history&amp;feed=atom&amp;title=Apertium-neural</id>
	<title>Apertium-neural - Revision history</title>
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	<updated>2026-05-14T02:06:50Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72533&amp;oldid=prev</id>
		<title>Francis Tyers at 15:06, 29 June 2020</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72533&amp;oldid=prev"/>
		<updated>2020-06-29T15:06:09Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&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 15:06, 29 June 2020&lt;/td&gt;
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  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;* DyNet --- forked?&lt;/div&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-context diff-side-added&quot;&gt;&lt;div&gt;* DyNet --- forked?&lt;/div&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;==Refs==&lt;/div&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;* R.P. Ñeco, M.L. Forcada, &quot;Asynchronous translations with recurrent neural nets&quot;, in Proceedings of ICNN&#039;97 (Houston, Texas, 8-12.06.1997) , vol. 4, p. 2535-2540 [PS]&lt;/div&gt;&lt;/td&gt;
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&lt;/table&gt;</summary>
		<author><name>Francis Tyers</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72528&amp;oldid=prev</id>
		<title>Francis Tyers at 12:04, 28 June 2020</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72528&amp;oldid=prev"/>
		<updated>2020-06-28T12:04:58Z</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;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 12:04, 28 June 2020&lt;/td&gt;
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  &lt;td class=&quot;diff-context diff-side-deleted&quot;&gt;&lt;div&gt;apertium-destxt | apertium-preprocess | apertium-encode | apertium-decode | apertium-retxt&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;apertium-destxt | apertium-preprocess | apertium-encode | apertium-decode | apertium-retxt&lt;/div&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;Backend:&lt;/div&gt;&lt;/td&gt;
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  &lt;td class=&quot;diff-addedline diff-side-added&quot;&gt;&lt;div&gt;* DyNet --- forked?&lt;/div&gt;&lt;/td&gt;
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&lt;/table&gt;</summary>
		<author><name>Francis Tyers</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72446&amp;oldid=prev</id>
		<title>Francis Tyers: Francis Tyers moved page Neural machine translation to Apertium-neural</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72446&amp;oldid=prev"/>
		<updated>2020-06-21T21:19:49Z</updated>

		<summary type="html">&lt;p&gt;Francis Tyers moved page &lt;a href=&quot;/wiki/Neural_machine_translation&quot; class=&quot;mw-redirect&quot; title=&quot;Neural machine translation&quot;&gt;Neural machine translation&lt;/a&gt; to &lt;a href=&quot;/wiki/Apertium-neural&quot; title=&quot;Apertium-neural&quot;&gt;Apertium-neural&lt;/a&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;1&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;1&quot; style=&quot;background-color: #fff; color: #222; text-align: center;&quot;&gt;Revision as of 21:19, 21 June 2020&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-notice&quot; lang=&quot;en&quot;&gt;&lt;div class=&quot;mw-diff-empty&quot;&gt;(No difference)&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;</summary>
		<author><name>Francis Tyers</name></author>
		
	</entry>
	<entry>
		<id>https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72311&amp;oldid=prev</id>
		<title>Francis Tyers: Created page with &quot;Apertium was originally developed to offer a free/open-source framework for creating RBMT systems. It was modelled on existing systems, but targetted at related languages, try...&quot;</title>
		<link rel="alternate" type="text/html" href="https://wiki.apertium.org/w/index.php?title=Apertium-neural&amp;diff=72311&amp;oldid=prev"/>
		<updated>2020-06-04T18:13:36Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;Apertium was originally developed to offer a free/open-source framework for creating RBMT systems. It was modelled on existing systems, but targetted at related languages, try...&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;Apertium was originally developed to offer a free/open-source framework for creating RBMT systems. It was modelled on existing systems, but targetted at related languages, trying to do one thing well.&lt;br /&gt;
&lt;br /&gt;
What might an Apertium NMT system for lesser-resourced and marginalised languages look like?&lt;br /&gt;
&lt;br /&gt;
Thoughts:&lt;br /&gt;
* Trains without GPU or large compute&lt;br /&gt;
* Optimised for small corpora (under 100k parallel sentences)&lt;br /&gt;
* Includes linguistic tricks&lt;br /&gt;
* C++, autotools&lt;br /&gt;
* Works with existing tools (formatters, APY etc.)&lt;br /&gt;
* &lt;br /&gt;
&lt;br /&gt;
Pipeline(?):&lt;br /&gt;
&amp;lt;pre&amp;gt;&lt;br /&gt;
apertium-destxt | apertium-preprocess | apertium-encode | apertium-decode | apertium-retxt&lt;br /&gt;
&amp;lt;/pre&amp;gt;&lt;br /&gt;
&lt;br /&gt;
[[Category:Ideas]]&lt;/div&gt;</summary>
		<author><name>Francis Tyers</name></author>
		
	</entry>
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