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matrix-statmt.2018.ende.html
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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN"
"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en" lang="en">
<head>
<script src="/javascripts/prototype.js?1504722372" type="text/javascript"></script>
<script src="/javascripts/effects.js?1504722372" type="text/javascript"></script>
<script src="/javascripts/dragdrop.js?1504722372" type="text/javascript"></script>
<script src="/javascripts/controls.js?1504722372" type="text/javascript"></script>
<script src="/javascripts/application.js?1504722372" type="text/javascript"></script>
<meta http-equiv="content-type" content="text/html;charset=UTF-8" />
<title>
System Output List
</title>
<link href="/stylesheets/application.css?1554820449" media="screen" rel="stylesheet" type="text/css" />
</head>
<body>
<div class="nav">
<span class="logo"><a href="http://www.euromatrix.net/"><img alt="EuroMatrix" height="90" src="/images/euromatrix.jpg?1504722313" width="90" /></a></span>
<p class="title">
System Output List
</p>
English-German newstest2018<br>
<ul>
<li>
<a href="#">Translations</a>
<ul>
<li><a href="/?metric%5Bid%5D=5&mode=best">show best score</a></li>
<li><a href="/?metric%5Bid%5D=5&mode=bestn">show best system</a></li>
<li><a href="/?mode=all">list all systems</a></li>
<li><a href="/matrix/primaries_list">primary systems </a></li>
</ul>
</li>
<li>
<a href="#">Resources</a>
<ul>
<!--<li><a href="#">contribute</a></li>
<li><a href="#">all</a></li>
<li><a href="#">corpora</a></li>
<li><a href="#">tools</a></li>
<li><a href="#">systems</a></li>-->
<li><a href="/resources/matrix?set=eu_official">EU official languages</a></li>
<li><a href="/resources/matrix?set=euro_all">European languages</a></li>
<li><a href="/resources/matrix?set=all">World languages</a></li>
</ul>
</li>
<li>
<a href="#">Download</a>
<ul>
<li><a href="/test_sets/list">test sets</a></li>
<li><a href="/corpora/list">training data</a></li>
<li><a href="http://www.statmt.org/moses/">baseline system</a></li>
</ul>
</li>
<li>
<a href="#">Info</a>
<ul>
<li><a href="/matrix/info">the matrix</a></li>
<li><a href="http://www.euromatrixplus.net/">euromatrix+ project</a></li>
<li><a href="http://www.euromatrix.net/">euromatrix project</a></li>
<li><a href="http://www.statmt.org/wmt13/">acl wmt 2013</a></li>
<li><a href="http://www.statmt.org/wmt12/">acl wmt 2012</a></li>
<li><a href="http://www.statmt.org/wmt11/">acl wmt 2011</a></li>
<li><a href="http://www.statmt.org/wmt10/">acl wmt 2010</a></li>
<li><a href="http://www.statmt.org/wmt09/">acl wmt 2009</a></li>
<li><a href="http://www.statmt.org/wmt08/">acl wmt 2008</a></li>
<li><a href="http://www.statmt.org/wmt07/">acl wmt 2007</a></li>
<li><a href="http://www.statmt.org/wmt06/">acl wmt 2006</a></li>
</ul>
</li>
<li>
<a href="#">Account</a>
<ul>
<li><a href="/account/signup">create account</a> </li>
<li><a href="/account/login">log in</a> </li>
</ul>
</li>
</ul>
</div>
<div class="content">
<p class="message"></p>
<h2>Interested in Contributing?</h2>
<ul>
<li>Check out available <a href="/resources/list?l1=en&l2=de">resources</a>.</li>
<li>Create an <a href="/account/signup">account</a> and start <a href="/account/status">submitting</a> your own systems.</li>
</ul>
<h2>Scored Systems</h2>
<table class="list">
<tr>
<th>System</th>
<th>Submitter</th>
<th>System Notes</th>
<th>Constraint</th>
<th>Run Notes</th>
<th><a href="/matrix/systems_list/1881?metric_id=4">BLEU</a> </th>
<th><a href="/matrix/systems_list/1881?metric_id=5">BLEU-cased</a> </th>
<th><a href="/matrix/systems_list/1881?metric_id=2">TER</a> </th>
<th><a href="/matrix/systems_list/1881?metric_id=7"> BEER 2.0</a> </th>
<th><a href="/matrix/systems_list/1881?metric_id=8"> CharactTER</a> </th>
</tr>
<tr class="odd">
<td><a href="/matrix/output/1881?run_id=5691">Microsoft-Marian</a>
<i><a href="/systems/show/3525">(Details)</a></i></td>
<td style="background-color: #EB0000">marcinjd<br/><i>Microsoft</i></td>
<td width="150">Marian, Transformer-big ensemble x4. With filtered, clean, and domain-weighted paracrawl. Also domain-weighthing original parallel data. Decoder-time ensemble with in-domain Transformer-LM. Right-to-left scoring with Transformer-big models.</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">48.9</p>
</td>
<td>
<p class="score_completed_best">48.3</p>
</td>
<td>
<p class="score_completed">0.407</p>
</td>
<td>
<p class="score_completed">0.697</p>
</td>
<td>
<p class="score_completed">0.362</p>
</td>
</tr>
<tr class="even">
<td><a href="/matrix/output/1881?run_id=5585">NMT-SMT Hybrid</a>
<i><a href="/systems/show/3457">(Details)</a></i></td>
<td style="background-color: #A2C1AC">fstahlberg<br/><i>University of Cambridge</i></td>
<td width="150">MBR-based combination of neural models and SMT</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">47.1</p>
</td>
<td>
<p class="score_completed">46.6</p>
</td>
<td>
<p class="score_completed">0.415</p>
</td>
<td>
<p class="score_completed">0.691</p>
</td>
<td>
<p class="score_completed">0.369</p>
</td>
</tr>
<tr class="odd">
<td><a href="/matrix/output/1881?run_id=5667">NTT Transformer-based System</a>
<i><a href="/systems/show/3324">(Details)</a></i></td>
<td style="background-color: #007CC3">makoto-mr<br/><i>NTT</i></td>
<td width="150">Based on Transformer Big model. Trained with filtered version of CommonCrawl, ParaCrawl and
synthetic corpus of newscrawl2017. R2L reranking.</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">47.0</p>
</td>
<td>
<p class="score_completed">46.5</p>
</td>
<td>
<p class="score_completed">0.426</p>
</td>
<td>
<p class="score_completed">0.688</p>
</td>
<td>
<p class="score_completed">0.370</p>
</td>
</tr>
<tr class="even">
<td><a href="/matrix/output/1881?run_id=5486">KIT Primary Submission</a>
<i><a href="/systems/show/3385">(Details)</a></i></td>
<td style="background-color: #F03636">pianist<br/><i>Karlsruhe Institute of Technology</i></td>
<td width="150">Primary Submission</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">46.9</p>
</td>
<td>
<p class="score_completed">46.3</p>
</td>
<td>
<p class="score_completed">0.428</p>
</td>
<td>
<p class="score_completed">0.687</p>
</td>
<td>
<p class="score_completed">0.382</p>
</td>
</tr>
<tr class="odd">
<td><a href="/matrix/output/1881?run_id=5594">MMT production system</a>
<i><a href="/systems/show/3445">(Details)</a></i></td>
<td style="background-color: #00ACC1">nicolabertoldi<br/><i>MMT srl</i></td>
<td width="150">Transformer-based neural MT;
single model; single pass decoding.</td>
<td width="40">no</td>
<td width="150">Trained on public and proprietary data. </td>
<td>
<p class="score_completed">46.7</p>
</td>
<td>
<p class="score_completed">46.2</p>
</td>
<td>
<p class="score_completed">0.432</p>
</td>
<td>
<p class="score_completed">0.682</p>
</td>
<td>
<p class="score_completed">0.387</p>
</td>
</tr>
<tr class="even">
<td><a href="/matrix/output/1881?run_id=5926">Facebook-FAIR</a>
<i><a href="/systems/show/3622">(Details)</a></i></td>
<td style="background-color: #925DD7">edunov<br/><i>Facebook FAIR</i></td>
<td width="150">Ensemble of six self-attentional models with back-translation data according to https://arxiv.org/abs/1808.09381
</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">46.5</p>
</td>
<td>
<p class="score_completed">46.1</p>
</td>
<td>
<p class="score_completed">0.423</p>
</td>
<td>
<p class="score_completed">0.689</p>
</td>
<td>
<p class="score_completed">0.381</p>
</td>
</tr>
<tr class="odd">
<td><a href="/matrix/output/1881?run_id=5972">Ubiqus-NMT</a>
<i><a href="/systems/show/3640">(Details)</a></i></td>
<td style="background-color: #F50C3A">vince62s<br/><i>Ubiqus</i></td>
<td width="150">Base transformer
Include a selection of Paracrawl
Include WMT16 Rico's BackT</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">46.1</p>
</td>
<td>
<p class="score_completed">45.6</p>
</td>
<td>
<p class="score_completed">0.422</p>
</td>
<td>
<p class="score_completed">0.685</p>
</td>
<td>
<p class="score_completed">0.383</p>
</td>
</tr>
<tr class="even">
<td><a href="/matrix/output/1881?run_id=5726">Contrastive (Single)</a>
<i><a href="/systems/show/3548">(Details)</a></i></td>
<td style="background-color: #F03636">pianist<br/><i>Karlsruhe Institute of Technology</i></td>
<td width="150">Single Transformer (Base) Model</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">45.7</p>
</td>
<td>
<p class="score_completed">45.1</p>
</td>
<td>
<p class="score_completed">0.435</p>
</td>
<td>
<p class="score_completed">0.682</p>
</td>
<td>
<p class="score_completed">0.389</p>
</td>
</tr>
<tr class="odd">
<td><a href="/matrix/output/1881?run_id=5770">uedin-en-de-single-transfomer</a>
<i><a href="/systems/show/3581">(Details)</a></i></td>
<td style="background-color: #cccccc">ugermann<br/><i>University of Edinburgh</i></td>
<td width="150">Single transformer trained on WMT2017 data plus a selection of paracrawl.</td>
<td width="40">yes</td>
<td width="150"></td>
<td>
<p class="score_completed">44.9</p>
</td>