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FullUsage.html
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<p align=center style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;
margin-left:27.0pt;text-align:center;line-height:150%'><b><span lang=EN-US
style='font-size:20.0pt;line-height:150%'>RDRPOSTagger</span></b></p>
<p align=center style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;
margin-left:27.0pt;text-align:center;line-height:150%'><span lang=EN-US
style='font-size:18.0pt;line-height:150%'>A Rule-based Part-of-Speech and
Morphological Tagging Toolkit</span></p>
<p align=center style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;
margin-left:27.0pt;text-align:center;line-height:150%'><span lang=EN-US><a
href="https://github.com/datquocnguyen/RDRPOSTagger" target="_blank">https://github.com/datquocnguyen/RDRPOSTagger</a>
</span></p>
<div style='margin-left:27.0pt;margin-right:27.0pt'>
<div style='margin-right:27.0pt'>
<div style='margin-top:12.0pt;margin-right:27.0pt;margin-bottom:12.0pt'>
<div style='margin-left:90.0pt;margin-right:27.0pt'>
<div style='margin-top:6.0pt;margin-bottom:9.0pt'>
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<p class=MsoToc1 style='margin-left:36.0pt;line-height:150%'><span
class=MsoHyperlink><span lang=EN-US style='font-family:"Arial",sans-serif'><a
href="#_Toc435576449">1. Introduction<span style='color:windowtext;display:
none;text-decoration:none'>. </span><span style='color:windowtext;display:none;
text-decoration:none'>2</span></a></span></span></p>
<p class=MsoToc1 style='margin-left:36.0pt;line-height:150%'><span
class=MsoHyperlink><span lang=EN-US style='font-family:"Arial",sans-serif'><a
href="#_Toc435576450">2. Train RDRPOSTagger on a gold standard training corpus<span
style='color:windowtext;display:none;text-decoration:none'>. </span><span
style='color:windowtext;display:none;text-decoration:none'>3</span></a></span></span></p>
<p class=MsoToc1 style='margin-left:36.0pt;line-height:150%'><span
class=MsoHyperlink><span lang=EN-US style='font-family:"Arial",sans-serif'><a
href="#_Toc435576451">3. Use pre-trained POS and morphological tagging models<span
style='color:windowtext;display:none;text-decoration:none'>. </span><span
style='color:windowtext;display:none;text-decoration:none'>5</span></a></span></span></p>
<p class=MsoToc1 style='margin-left:36.0pt;line-height:150%'><span
class=MsoHyperlink><span lang=EN-US style='font-family:"Arial",sans-serif'><a
href="#_Toc435576452">4. Combine RDRPOSTagger with an external initial tagger<span
style='color:windowtext;display:none;text-decoration:none'> </span><span
style='color:windowtext;display:none;text-decoration:none'>8</span></a></span></span></p>
<p class=MsoToc1 style='margin-left:36.0pt;line-height:150%'><span
class=MsoHyperlink><span lang=EN-US style='font-family:"Arial",sans-serif'><a
href="#_Toc435576453">5. Speed up tagging process with an implementation in
Java<span style='color:windowtext;display:none;text-decoration:none'>. </span><span
style='color:windowtext;display:none;text-decoration:none'>9</span></a></span></span></p>
<p class=MsoToc1 style='margin-left:36.0pt;line-height:150%'><span
class=MsoHyperlink><span lang=EN-US style='font-family:"Arial",sans-serif'><a
href="#_Toc435576454">References<span style='color:windowtext;display:none;
text-decoration:none'>. </span><span style='color:windowtext;display:none;
text-decoration:none'>10</span></a></span></span></p>
<p class=MsoNormal style='margin-top:12.0pt;margin-right:27.35pt;margin-bottom:
9.0pt;margin-left:36.0pt;text-align:justify;line-height:150%'><b><span
lang=EN-US style='font-size:13.5pt;line-height:150%;font-family:"Arial",sans-serif;
color:red'>News:</span></b></p>
<p style='margin-top:6.0pt;margin-right:28.8pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US>22/06/2019: Ported to Python 3.4+ & Released 300+ pre-trained UPOS, XPOS and morphological tagging models for about 80 languages from <a
href="http://universaldependencies.org/">UD v2.4</a>.</span></p>
<p style='margin-top:6.0pt;margin-right:28.8pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US>24/05/2017: Released version <a
href="https://github.com/datquocnguyen/RDRPOSTagger/tree/python2.7" target="_blank">1.2.4</a> with
pre-trained Universal POS tagging models for 40+ languages from UD v2.0. This is the last version with Python 2.7 support.</span></p>
<p class=StyleHTML1 style='margin-top:12.0pt;margin-right:27.35pt;margin-bottom:
9.0pt;margin-left:27.35pt;line-height:150%'><a name="_Toc435576449"><span
lang=EN-US>1. Introduction</span></a></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
36.0pt;text-align:justify;line-height:150%'><span lang=EN-US style='color:black'>RDRPOSTagger is a robust and easy-to-use toolkit for POS and morphological tagging. It employs an error-driven methodology to automatically construct tagging rules in the form of a binary tree.</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol;color:black'>·<span
style='font:7.0pt "Times New Roman"'> </span></span><span
lang=EN-US style='color:black'>RDRPOSTagger obtains fast training & tagging speed. For example, </span><span lang=EN-US>on <span
style='color:black'>the English Penn WSJ sections 22-24, it achieves
tagging speeds of <b>8K</b> and <b>90K</b> <b>words/second</b>
computed for <u>single</u> threaded implementations in <b>Python</b> and <b>Java</b>,
respectively (a computer with </span>Core2Duo 2.4GHz<i> </i>and<i> </i>3GB
of memory<span style='color:black'>). </span></span><span lang=EN-US>See more
results in our <i>AI Communications</i> article.</span><span lang=EN-US
style='color:black'> </span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol;color:black'>·<span
style='font:7.0pt "Times New Roman"'> </span></span><span
lang=EN-US style='color:black'>RDRPOSTagger obtains a competitive performance in comparison to the state-of-the-art results. It now supports pre-trained UPOS, XPOS and morphological tagging models for about 80 languages. See <a href="https://github.com/datquocnguyen/RDRPOSTagger/tree/master/Models" target="_blank">HERE</a> for details.</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
36.0pt;text-align:justify;line-height:150%'><span lang=EN-US style='color:black'>The general architecture and experimental results of RDRPOSTagger can be found in our following papers:</span><span lang=EN-US> </span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;line-height:150%'><span lang=EN-US>Dat Quoc Nguyen,
Dai Quoc Nguyen, Dang Duc Pham and Son Bao Pham. <a
href="http://www.aclweb.org/anthology/E14-2005">RDRPOSTagger: A Ripple Down
Rules-based Part-Of-Speech Tagger</a>. In <i>Proceedings of the Demonstrations
at the 14th Conference of the European Chapter of the Association for
Computational Linguistics</i> (EACL), pp. 17-20, 2014. [<a
href="http://www.aclweb.org/anthology/E14-2005" target="_blank">.PDF</a>] [<a
href="http://rdrpostagger.sourceforge.net/13eacl2014.bib" target="_blank">.bib</a>]</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;line-height:150%'><span lang=EN-US>Dat Quoc Nguyen,
Dai Quoc Nguyen, Dang Duc Pham and Son Bao Pham. <a
href="http://content.iospress.com/articles/ai-communications/aic698">A Robust
Transformation-Based Learning Approach Using Ripple Down Rules for
Part-Of-Speech Tagging</a>. <i>AI Communications</i> (AICom)<i>, </i>vol. 29,
no. 3, pp. 409-422, 2016. <a href="http://arxiv.org/pdf/1412.4021.pdf"
target="_blank">[.PDF]</a> [<a
href="http://rdrpostagger.sourceforge.net/AICom.bib" target="_blank">.bib</a>]</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;line-height:150%'><b><u><span lang=EN-US>Please CITE</span></u></b><b><span
lang=EN-US> </span></b><span lang=EN-US>either<b> </b>the EACL or the AICom
paper whenever RDRPOSTagger is used to produce published results or incorporated
into other software.</span></p>
<p class=StyleHTML1 style='margin-top:12.0pt;margin-right:27.35pt;margin-bottom:
9.0pt;margin-left:27.35pt;line-height:150%'><a name="_Toc435576450"><span
lang=EN-US>2. Train RDRPOSTagger on a gold standard training corpus</span></a></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
36.0pt;text-align:justify;line-height:150%'><u><span lang=EN-US>NOTICES:</span></u></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US style='background:transparent'>In terms of
implementation, the training process has been implemented in Python while the
tagging process has been implemented in both Python and Java. </span><span
lang=EN-US style='color:black'>There is a multi-threaded mode with faster
tagging speed for the Python implementation. See Section 5 for details of using
the Java implementation.</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US>RDRPOSTagger requires an initial tagger. The
internal initial tagger developed within RDRPOSTagger uses a lexicon to assign
a tag for each word. See Section 4 for combining RDRPOSTagger with an external
initial tagger.</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US>RDRPOSTagger assumes that each line in the gold
standard training corpus is a sequence of </span><span lang=EN-US
style='font-family:"Courier New",serif'>WORD<b>/</b>TAG</span><span lang=EN-US>
pairs separated by whitespace characters. See sample training and test sets in
folder </span><span lang=EN-US style='font-family:"Courier New",serif;color:black'>data</span><span
lang=EN-US>.</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
36.0pt;text-align:justify;line-height:150%'><span lang=EN-US>Assume that
<b>Python 3.4+</b> is already set to run in command line or terminal (e.g. adding
Python to the environment variable ‘path’ in Windows OS). </span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US>We train RDRPOSTagger on the gold standard
training corpus by <span style='background:transparent'>executing</span>:</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><span lang=EN-US style='font-family:
"Courier New",serif'>pSCRDRtagger$ python RDRPOSTagger.py train
PATH-TO-GOLD-STANDARD-TRAINING-CORPUS</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><span class=apple-converted-space><u><span
lang=EN-US style='color:black'>Example 1</span></u></span><span
class=apple-converted-space><span lang=EN-US style='color:black'>: </span></span><span
lang=EN-US style='font-family:"Courier New",serif'>pSCRDRtagger$ <span
class=apple-converted-space><span style='color:black'>python RDRPOSTagger.py
train ../data/goldTrain</span></span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><span class=apple-converted-space><span
lang=EN-US style='color:black'>Note that the actual command starts from </span></span><span
lang=EN-US style='font-family:"Courier New",serif'>python</span><span
class=apple-converted-space><span lang=EN-US style='color:black'>. Here </span></span><span
lang=EN-US style='font-family:"Courier New",serif'>pSCRDRtagger$ </span><span
class=apple-converted-space><span lang=EN-US style='color:black'>is simply used
to denote the current source
package </span></span><span lang=EN-US style='font-family:"Courier New",serif'>pSCRDRtagger</span><span
class=apple-converted-space><span lang=EN-US style='color:black'>. </span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;line-height:150%'><span class=apple-converted-space><span
lang=EN-US style='color:black'>A lexicon .</span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>DICT</span></span><span class=apple-converted-space><span
lang=EN-US style='color:black'> file and a model </span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>.RDR</span></span><span class=apple-converted-space><span
lang=EN-US style='color:black'> file, for example </span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>goldTrain.DICT </span></span><span class=apple-converted-space><span
lang=EN-US style='color:black'>and</span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'> goldTrain.RDR</span></span><span class=apple-converted-space><span
lang=EN-US style='color:black'>, will be generated in the same directory
containing the gold standard training corpus. </span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
class=apple-converted-space><span lang=EN-US style='font-family:Symbol;
color:black'>·<span style='font:7.0pt "Times New Roman"'>
</span></span></span><span class=apple-converted-space><span lang=EN-US
style='color:black'>To employ the trained model for POS tagging on a raw
unlabeled text corpus, we perform:</span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><a name="OLE_LINK47"><a
name="OLE_LINK48"><a name="OLE_LINK49"><a name="OLE_LINK50"><span lang=EN-US
style='font-family:"Courier New",serif'>pSCRDRtagger$ <span
class=apple-converted-space><span style='color:black'>python RDRPOSTagger.py
tag PATH-TO-TRAINED-RDR-MODEL PATH-TO-LEXICON PATH-TO-RAW-TEXT-CORPUS</span></span></span></a></a></a></a></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><span class=apple-converted-space><u><span
lang=EN-US style='color:black'>Example 2</span></u></span><span
class=apple-converted-space><span lang=EN-US style='color:black'>: </span></span><span
lang=EN-US style='font-family:"Courier New",serif'>pSCRDRtagger$ <span
class=apple-converted-space><span style='color:black'>python RDRPOSTagger.py
tag ../data/goldTrain.RDR ../data/goldTrain.DICT ../data/rawTest</span></span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;line-height:150%'><span class=apple-converted-space><span
lang=EN-US style='color:black'>A </span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>.TAGGED</span></span><span class=apple-converted-space><span
lang=EN-US style='color:black'> file, in this case </span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>rawTest.TAGGED</span></span><span class=apple-converted-space><span
lang=EN-US style='color:black'>, will be generated in the same directory
containing the raw text corpus. </span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;line-height:150%'><span class=apple-converted-space><u><span
lang=EN-US style='color:black'>To obtain faster tagging process in Python</span></u></span><span
class=apple-converted-space><span lang=EN-US style='color:black'>: set a higher
value for variable </span></span><span class=apple-converted-space><span lang=EN-US
style='font-family:"Courier New",serif;color:black'>NUMBER_OF_PROCESSES</span></span><span
class=apple-converted-space><span lang=EN-US style='color:black'> in
module </span></span><span class=apple-converted-space><span lang=EN-US
style='font-family:"Courier New",serif;color:black'>Config.py</span></span><span
class=apple-converted-space><span lang=EN-US style='color:black'> in package
</span></span><span class=apple-converted-space><span lang=EN-US
style='font-family:"Courier New",serif;color:black'>Utility</span></span><span
class=apple-converted-space><span lang=EN-US style='color:black'>. <!---The value should not larger than
the number of CPU cores which your computer has.--></span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-AU style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span class=apple-converted-space><span lang=EN-US
style='color:black'>To evaluate tagging accuracy, we employ module </span></span><span
lang=EN-US style='font-family:"Courier New",serif;background:transparent'>Eval.py</span><span
lang=EN-US style='background:transparent'> in package </span><span
lang=EN-US style='font-family:"Courier New",serif;background:transparent'>Utility
</span><span lang=EN-US style='background:transparent'>:</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><span lang=EN-US style='font-family:
"Courier New",serif'>Utility</span><span lang=EN-US style='line-height:150%;
font-family:"Courier New",serif;background:transparent'>$ python Eval.py
PATH-TO-TAGGED-TEST-CORPUS PATH-TO-GOLD-TEST-CORPUS</span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
72.0pt;text-align:justify;line-height:150%'><u><span lang=EN-US
style='line-height:150%;background:transparent'>Example 3</span></u><span
lang=EN-US style='line-height:150%;background:transparent'>: </span><span
lang=EN-US style='font-family:"Courier New",serif'>Utility$</span><span
lang=EN-US style='line-height:150%;background:transparent'> </span><span
lang=EN-US style='line-height:150%;font-family:"Courier New",serif;background:
transparent'>python Eval.py </span><span class=apple-converted-space><span
lang=EN-US style='font-family:"Courier New",serif;color:black;background:transparent'>..</span></span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>/data/rawTest</span></span><span class=apple-converted-space><span
lang=EN-US style='line-height:150%;font-family:"Courier New",serif;background:
transparent'>.TAGGED</span></span><span lang=EN-US style='line-height:150%;
font-family:"Courier New",serif;background:transparent'> </span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>../data/goldTest</span></span></p>
<p style='margin-top:6.0pt;margin-right:27.0pt;margin-bottom:9.0pt;margin-left:
54.0pt;text-align:justify;text-indent:-18.0pt;line-height:150%'><span
lang=EN-US style='font-family:Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><b><span lang=EN-US>NOTE: Use</span></b><span lang=EN-US> </span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>RDRPOSTagger4En.py </span></span><span lang=EN-US>and </span><span
class=apple-converted-space><span lang=EN-US style='font-family:"Courier New",serif;
color:black'>RDRPOSTagger4Vn.py</span></span><span lang=EN-US> in case of
retraining tagging models for English with Penn Treebank POS tags and for
Vietnamese with VietTreebank (or VLSP) POS tags, respectively.</span></p>
<p class=StyleHTML1 style='margin-top:12.0pt;margin-right:27.35pt;margin-bottom:
9.0pt;margin-left:27.35pt;line-height:150%'><a name="_Toc435576451"><span
lang=EN-US>3. Use pre-trained POS and morphological tagging models</span></a><span
lang=EN-US> </span></p>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:9.0pt;margin-left:
54.0pt;text-indent:-18.0pt;line-height:150%'><span lang=EN-US style='font-family:
Symbol'>·<span style='font:7.0pt "Times New Roman"'>
</span></span><span lang=EN-US>Pre-trained POS and morphological tagging models from our AI Communications paper:</span></p>
<table class=MsoTableGrid border=1 cellspacing=0 cellpadding=0
style='margin-left:36.0pt;border-collapse:collapse;border:none'>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Language</span></b></p>
</td>
<td width=210 valign=top style='width:210.2pt;border:solid black 1.0pt;
border-left:none;background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Corpus</span></b></p>
</td>
<td width=203 valign=top style='width:202.5pt;border:solid black 1.0pt;
border-left:none;background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Model</span></b></p>
</td>
<td width=208 valign=top style='width:207.8pt;border:solid black 1.0pt;
border-left:none;background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Lexicon</span></b></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>English</span></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>Penn
WSJ section 00-18 [M93]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/English.RDR</span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/English.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK11"><a name="OLE_LINK10"><span
style='font-size:11.0pt;line-height:150%'>French</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>French
Treebank [A03]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/<a name="OLE_LINK13"><a
name="OLE_LINK12">French</a>.RDR</a></span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/French.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK15"><a name="OLE_LINK14"><span
style='font-size:11.0pt;line-height:150%'>German</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>TIGER
Corpus [B04]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/German.RDR</span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/German.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK17"><a name="OLE_LINK16"><span
style='font-size:11.0pt;line-height:150%'>Hindi</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>Hindi
Treebank [P09]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Hindi.RDR</span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Hindi.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK19"><a name="OLE_LINK18"><span
style='font-size:11.0pt;line-height:150%'>Italian</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>ISDT
Treebank [B13]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Italian.RDR</span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Italian.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK21"><a name="OLE_LINK20"><span
style='font-size:11.0pt;line-height:150%'>Thai</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>ORCHID
Corpus [S97]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Thai.RDR</span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Thai.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK23"><a name="OLE_LINK22"><span
style='font-size:11.0pt;line-height:150%'>Vietnamese</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:-5.4pt;margin-bottom:3.0pt;
margin-left:0cm;line-height:150%'><a name="OLE_LINK40"><a name="OLE_LINK39"><span
style='font-size:11.0pt;line-height:150%'>VLSP 2013 POS-annotated corpus </span></a></a><span
style='font-size:11.0pt;line-height:150%'>[N09]</span></p>
</td>
<td width=203 valign=top style='width:202.5pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Vietnamese.RDR</span></p>
</td>
<td width=208 valign=top style='width:207.8pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/POS/Vietnamese.DICT</span></p>
</td>
</tr>
</table>
<table class=MsoTableGrid border=1 cellspacing=0 cellpadding=0
style='margin-left:36.0pt;border-collapse:collapse;border:none'>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Language</span></b></p>
</td>
<td width=210 valign=top style='width:210.2pt;border:solid black 1.0pt;
border-left:none;background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Corpus</span></b></p>
</td>
<td width=216 valign=top style='width:216.0pt;border:solid black 1.0pt;
border-left:none;background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Model</span></b></p>
</td>
<td width=221 valign=top style='width:221.4pt;border:solid black 1.0pt;
border-left:none;background:#E7E6E6;padding:0cm 5.4pt 0cm 5.4pt'>
<p align=center style='margin-top:6.0pt;margin-right:0cm;margin-bottom:0cm;
margin-left:0cm;margin-bottom:.0001pt;text-align:center;line-height:150%'><b><span
style='font-size:11.0pt;line-height:150%'>Lexicon</span></b></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>Bulgarian</span></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>BulTreeBank-Morph
[S04]</span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Bulgarian.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Bulgarian.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK25"><a name="OLE_LINK24"><span
style='font-size:11.0pt;line-height:150%'>Czech</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>Prague
Dependency Treebank 2.5 [B12]</span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Czech.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Czech.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK26"><span style='font-size:11.0pt;
line-height:150%'>Dutch</span></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>Lassy
Small Corpus [N13]</span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Dutch.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Dutch.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK28"><a name="OLE_LINK27"><span
style='font-size:11.0pt;line-height:150%'>French</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>French
Treebank [A03] </span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/French.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/French.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK30"><a name="OLE_LINK29"><span
style='font-size:11.0pt;line-height:150%'>German</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>TIGER
Corpus [B04] </span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/German.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/German.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK32"><a name="OLE_LINK31"><span
style='font-size:11.0pt;line-height:150%'>Portuguese</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>Tycho
Brahe Corpus [G10]</span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Portuguese.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Portuguese.DICT</span></p>
</td>
</tr>
<tr>
<td width=77 valign=top style='width:77.4pt;border:solid black 1.0pt;
border-top:none;padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><a name="OLE_LINK34"><a name="OLE_LINK33"><span
style='font-size:11.0pt;line-height:150%'>Spanish</span></a></a></p>
</td>
<td width=210 valign=top style='width:210.2pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%'>IULA
LSP Treebank [M12]</span></p>
</td>
<td width=216 valign=top style='width:216.0pt;border-top:none;border-left:
none;border-bottom:solid black 1.0pt;border-right:solid black 1.0pt;
padding:0cm 5.4pt 0cm 5.4pt'>
<p style='margin-top:6.0pt;margin-right:0cm;margin-bottom:3.0pt;margin-left:
0cm;line-height:150%'><span style='font-size:11.0pt;line-height:150%;
font-family:"Courier New",serif'>../Models/MORPH/Spanish.RDR</span></p>
</td>
<td width=221 valign=top style='width:221.4pt;border-top:none;border-left: