XStandoff Examples

Comparing tagger models

XStandoff supports multiple layers as children of a single level element, e.g. for analysing the output of different linguistic resources, in this case: the quality of the three different models included in the stanford-postagger-full-2012-03-09 version of the Stanford Log-linear Part-Of-Speech Tagger.

The text

[TXT]

The input text "Die drei Faulen" by Jacob and Wilhelm Grimm, Kinder- und Hausmärchen (Children's and Household Tales -- Grimms' Fairy Tales), final edition (Berlin, 1857), no. 151, was taken from Projekt Gutenberg.

Ein König hatte drei Söhne, die waren ihm alle gleich lieb, und er wußte nicht, welchen er zum König nach seinem Tode bestimmen sollte. Als die Zeit kam, daß er sterben wollte, rief er sie vor sein Bett und sprach "liebe Kinder, ich habe etwas bei mir bedacht, das will ich euch eröffnen: welcher von euch der faulste ist, der soll nach mir König werden." Da sprach der älteste "Vater, so gehört das Reich mir, denn ich bin so faul, wenn ich liege und will schlafen, und es fällt mir ein Tropfen in die Augen, so mag ich sie nicht zutun, damit ich einschlafe." Der zweite sprach "Vater, das Reich gehört mir, denn ich bin so faul, wenn ich beim Feuer sitze, mich zu wärmen, so ließ ich mir eher die Fersen verbrennen, eh ich die Beine zurückzöge." Der dritte sprach "Vater, das Reich ist mein, denn ich bin so faul, sollt ich aufgehängt werden, und hätte den Strick schon um den Hals, und einer gäbe mir ein scharfes Messer in die Hand, damit ich den Strick zerschneiden dürfte, so ließ ich mich eher aufhenken, ehe ich meine Hand erhübe zum Strick." Wie der Vater das hörte, sprach er "du hast es am weitesten gebracht und sollst der König sein."

The annotation level

Only one annotation level is used: the output of the Stanford Log-linear Part-Of-Speech Tagger (originally written by Kristina Toutanova and improved by Dan Klein, Christopher Manning, William Morgan, Anna Rafferty, Michel Galley, and John Bauer). Since the output quality depends on the tagger model used, we have combined the three available models for the German language, namely the german-dewac.tagger, the german-fast.tagger, and the german-hgc.tagger, included in the full download version, which can be obtained at http://nlp.stanford.edu/software/stanford-postagger-full-2012-03-09.tgz.

This example is very similar to the other one. Both examples can be used to analyze the quality of a software resource, in this case the model of the Stanford POS Tagger.

The following listing shows the XML output of the german-dewac.tagger model (we have only added a root element, since this is missing in the original output format):

<?xml version="1.0" encoding="utf-8"?>
<text>
<sentence id="0">
  <word wid="0" pos="ART">Ein</word>
  <word wid="1" pos="NN">König</word>
  <word wid="2" pos="VAFIN">hatte</word>
  <word wid="3" pos="CARD">drei</word>
  <word wid="4" pos="NN">Söhne</word>
  <word wid="5" pos="$,">,</word>
  <word wid="6" pos="PRELS">die</word>
  <word wid="7" pos="VAFIN">waren</word>
  <word wid="8" pos="PPER">ihm</word>
  <word wid="9" pos="PIS">alle</word>
  <word wid="10" pos="ADJD">gleich</word>
  <word wid="11" pos="ADJD">lieb</word>
  <word wid="12" pos="$,">,</word>
  <word wid="13" pos="KON">und</word>
  <word wid="14" pos="PPER">er</word>
  <word wid="15" pos="VVFIN">wußte</word>
  <word wid="16" pos="PTKNEG">nicht</word>
  <word wid="17" pos="$,">,</word>
  <word wid="18" pos="PRELS">welchen</word>
  <word wid="19" pos="PPER">er</word>
  <word wid="20" pos="APPRART">zum</word>
  <word wid="21" pos="NN">König</word>
  <word wid="22" pos="APPR">nach</word>
  <word wid="23" pos="PPOSAT">seinem</word>
  <word wid="24" pos="NN">Tode</word>
  <word wid="25" pos="VVINF">bestimmen</word>
  <word wid="26" pos="VMFIN">sollte</word>
  <word wid="27" pos="$.">.</word>
</sentence>
<sentence id="1">
  <word wid="0" pos="APPR">Als</word>
  <word wid="1" pos="ART">die</word>
  <word wid="2" pos="NN">Zeit</word>
  <word wid="3" pos="VVFIN">kam</word>
  <word wid="4" pos="$,">,</word>
  <word wid="5" pos="KOUS">daß</word>
  <word wid="6" pos="PPER">er</word>
  <word wid="7" pos="VVFIN">sterben</word>
  <word wid="8" pos="VMFIN">wollte</word>
  <word wid="9" pos="$,">,</word>
  <word wid="10" pos="VVFIN">rief</word>
  <word wid="11" pos="PPER">er</word>
  <word wid="12" pos="PPER">sie</word>
  <word wid="13" pos="APPR">vor</word>
  <word wid="14" pos="PPOSAT">sein</word>
  <word wid="15" pos="NN">Bett</word>
  <word wid="16" pos="KON">und</word>
  <word wid="17" pos="VVFIN">sprach</word>
  <word wid="18" pos="$(">"</word>
  <word wid="19" pos="ADJA">liebe</word>
  <word wid="20" pos="NN">Kinder</word>
  <word wid="21" pos="$,">,</word>
  <word wid="22" pos="PPER">ich</word>
  <word wid="23" pos="VAFIN">habe</word>
  <word wid="24" pos="PIS">etwas</word>
  <word wid="25" pos="APPR">bei</word>
  <word wid="26" pos="PPER">mir</word>
  <word wid="27" pos="VVPP">bedacht</word>
  <word wid="28" pos="$,">,</word>
  <word wid="29" pos="PRELS">das</word>
  <word wid="30" pos="VMFIN">will</word>
  <word wid="31" pos="PPER">ich</word>
  <word wid="32" pos="PRF">euch</word>
  <word wid="33" pos="VVINF">eröffnen</word>
  <word wid="34" pos="$.">:</word>
  <word wid="35" pos="PRELS">welcher</word>
  <word wid="36" pos="APPR">von</word>
  <word wid="37" pos="PPER">euch</word>
  <word wid="38" pos="ART">der</word>
  <word wid="39" pos="ADJA">faulste</word>
  <word wid="40" pos="VAFIN">ist</word>
  <word wid="41" pos="$,">,</word>
  <word wid="42" pos="PRELS">der</word>
  <word wid="43" pos="VMFIN">soll</word>
  <word wid="44" pos="APPR">nach</word>
  <word wid="45" pos="PPER">mir</word>
  <word wid="46" pos="NN">König</word>
  <word wid="47" pos="VAINF">werden</word>
  <word wid="48" pos="$.">.</word>
  <word wid="49" pos="$(">"</word>
</sentence>
<sentence id="2">
  <word wid="0" pos="ADV">Da</word>
  <word wid="1" pos="VVFIN">sprach</word>
  <word wid="2" pos="ART">der</word>
  <word wid="3" pos="ADJA">älteste</word>
  <word wid="4" pos="$(">"</word>
  <word wid="5" pos="NN">Vater</word>
  <word wid="6" pos="$,">,</word>
  <word wid="7" pos="ADV">so</word>
  <word wid="8" pos="VVFIN">gehört</word>
  <word wid="9" pos="ART">das</word>
  <word wid="10" pos="NN">Reich</word>
  <word wid="11" pos="PPER">mir</word>
  <word wid="12" pos="$,">,</word>
  <word wid="13" pos="KON">denn</word>
  <word wid="14" pos="PPER">ich</word>
  <word wid="15" pos="VAFIN">bin</word>
  <word wid="16" pos="ADV">so</word>
  <word wid="17" pos="ADJD">faul</word>
  <word wid="18" pos="$,">,</word>
  <word wid="19" pos="KOUS">wenn</word>
  <word wid="20" pos="PPER">ich</word>
  <word wid="21" pos="VVFIN">liege</word>
  <word wid="22" pos="KON">und</word>
  <word wid="23" pos="VMFIN">will</word>
  <word wid="24" pos="VVINF">schlafen</word>
  <word wid="25" pos="$,">,</word>
  <word wid="26" pos="KON">und</word>
  <word wid="27" pos="PPER">es</word>
  <word wid="28" pos="VVFIN">fällt</word>
  <word wid="29" pos="PPER">mir</word>
  <word wid="30" pos="ART">ein</word>
  <word wid="31" pos="NN">Tropfen</word>
  <word wid="32" pos="APPR">in</word>
  <word wid="33" pos="ART">die</word>
  <word wid="34" pos="NN">Augen</word>
  <word wid="35" pos="$,">,</word>
  <word wid="36" pos="ADV">so</word>
  <word wid="37" pos="VMFIN">mag</word>
  <word wid="38" pos="PPER">ich</word>
  <word wid="39" pos="PPER">sie</word>
  <word wid="40" pos="PTKNEG">nicht</word>
  <word wid="41" pos="VVINF">zutun</word>
  <word wid="42" pos="$,">,</word>
  <word wid="43" pos="KOUS">damit</word>
  <word wid="44" pos="PPER">ich</word>
  <word wid="45" pos="VVFIN">einschlafe</word>
  <word wid="46" pos="$.">.</word>
  <word wid="47" pos="$(">"</word>
</sentence>
<sentence id="3">
  <word wid="0" pos="ART">Der</word>
  <word wid="1" pos="ADJA">zweite</word>
  <word wid="2" pos="VVFIN">sprach</word>
  <word wid="3" pos="$(">"</word>
  <word wid="4" pos="NN">Vater</word>
  <word wid="5" pos="$,">,</word>
  <word wid="6" pos="ART">das</word>
  <word wid="7" pos="NN">Reich</word>
  <word wid="8" pos="VVFIN">gehört</word>
  <word wid="9" pos="PPER">mir</word>
  <word wid="10" pos="$,">,</word>
  <word wid="11" pos="KON">denn</word>
  <word wid="12" pos="PPER">ich</word>
  <word wid="13" pos="VAFIN">bin</word>
  <word wid="14" pos="ADV">so</word>
  <word wid="15" pos="ADJD">faul</word>
  <word wid="16" pos="$,">,</word>
  <word wid="17" pos="KOUS">wenn</word>
  <word wid="18" pos="PPER">ich</word>
  <word wid="19" pos="APPRART">beim</word>
  <word wid="20" pos="NN">Feuer</word>
  <word wid="21" pos="VVFIN">sitze</word>
  <word wid="22" pos="$,">,</word>
  <word wid="23" pos="PPER">mich</word>
  <word wid="24" pos="PTKZU">zu</word>
  <word wid="25" pos="VVINF">wärmen</word>
  <word wid="26" pos="$,">,</word>
  <word wid="27" pos="ADV">so</word>
  <word wid="28" pos="VVFIN">ließ</word>
  <word wid="29" pos="PPER">ich</word>
  <word wid="30" pos="PPER">mir</word>
  <word wid="31" pos="ADV">eher</word>
  <word wid="32" pos="ART">die</word>
  <word wid="33" pos="NN">Fersen</word>
  <word wid="34" pos="VVINF">verbrennen</word>
  <word wid="35" pos="$,">,</word>
  <word wid="36" pos="ADV">eh</word>
  <word wid="37" pos="PPER">ich</word>
  <word wid="38" pos="ART">die</word>
  <word wid="39" pos="NN">Beine</word>
  <word wid="40" pos="VVFIN">zurückzöge</word>
  <word wid="41" pos="$.">.</word>
  <word wid="42" pos="$(">"</word>
</sentence>
<sentence id="4">
  <word wid="0" pos="ART">Der</word>
  <word wid="1" pos="ADJA">dritte</word>
  <word wid="2" pos="VVFIN">sprach</word>
  <word wid="3" pos="$(">"</word>
  <word wid="4" pos="NN">Vater</word>
  <word wid="5" pos="$,">,</word>
  <word wid="6" pos="ART">das</word>
  <word wid="7" pos="NN">Reich</word>
  <word wid="8" pos="VAFIN">ist</word>
  <word wid="9" pos="PPOSAT">mein</word>
  <word wid="10" pos="$,">,</word>
  <word wid="11" pos="KON">denn</word>
  <word wid="12" pos="PPER">ich</word>
  <word wid="13" pos="VAFIN">bin</word>
  <word wid="14" pos="ADV">so</word>
  <word wid="15" pos="ADJD">faul</word>
  <word wid="16" pos="$,">,</word>
  <word wid="17" pos="VVFIN">sollt</word>
  <word wid="18" pos="PPER">ich</word>
  <word wid="19" pos="VVPP">aufgehängt</word>
  <word wid="20" pos="VAINF">werden</word>
  <word wid="21" pos="$,">,</word>
  <word wid="22" pos="KON">und</word>
  <word wid="23" pos="VAFIN">hätte</word>
  <word wid="24" pos="ART">den</word>
  <word wid="25" pos="NN">Strick</word>
  <word wid="26" pos="ADV">schon</word>
  <word wid="27" pos="APPR">um</word>
  <word wid="28" pos="ART">den</word>
  <word wid="29" pos="NN">Hals</word>
  <word wid="30" pos="$,">,</word>
  <word wid="31" pos="KON">und</word>
  <word wid="32" pos="PIS">einer</word>
  <word wid="33" pos="VVFIN">gäbe</word>
  <word wid="34" pos="PPER">mir</word>
  <word wid="35" pos="ART">ein</word>
  <word wid="36" pos="ADJA">scharfes</word>
  <word wid="37" pos="NN">Messer</word>
  <word wid="38" pos="APPR">in</word>
  <word wid="39" pos="ART">die</word>
  <word wid="40" pos="NN">Hand</word>
  <word wid="41" pos="$,">,</word>
  <word wid="42" pos="KOUS">damit</word>
  <word wid="43" pos="PPER">ich</word>
  <word wid="44" pos="ART">den</word>
  <word wid="45" pos="NN">Strick</word>
  <word wid="46" pos="VVINF">zerschneiden</word>
  <word wid="47" pos="VMFIN">dürfte</word>
  <word wid="48" pos="$,">,</word>
  <word wid="49" pos="ADV">so</word>
  <word wid="50" pos="VVFIN">ließ</word>
  <word wid="51" pos="PPER">ich</word>
  <word wid="52" pos="PRF">mich</word>
  <word wid="53" pos="ADV">eher</word>
  <word wid="54" pos="VVINF">aufhenken</word>
  <word wid="55" pos="$,">,</word>
  <word wid="56" pos="KOUS">ehe</word>
  <word wid="57" pos="PPER">ich</word>
  <word wid="58" pos="PPOSAT">meine</word>
  <word wid="59" pos="NN">Hand</word>
  <word wid="60" pos="VVFIN">erhübe</word>
  <word wid="61" pos="APPRART">zum</word>
  <word wid="62" pos="NN">Strick</word>
  <word wid="63" pos="$.">.</word>
  <word wid="64" pos="$(">"</word>
</sentence>
<sentence id="5">
  <word wid="0" pos="PWAV">Wie</word>
  <word wid="1" pos="ART">der</word>
  <word wid="2" pos="NN">Vater</word>
  <word wid="3" pos="ART">das</word>
  <word wid="4" pos="ADJA">hörte</word>
  <word wid="5" pos="$,">,</word>
  <word wid="6" pos="VVFIN">sprach</word>
  <word wid="7" pos="PPER">er</word>
  <word wid="8" pos="$(">"</word>
  <word wid="9" pos="PPER">du</word>
  <word wid="10" pos="VAFIN">hast</word>
  <word wid="11" pos="PPER">es</word>
  <word wid="12" pos="APPRART">am</word>
  <word wid="13" pos="ADJA">weitesten</word>
  <word wid="14" pos="VVPP">gebracht</word>
  <word wid="15" pos="KON">und</word>
  <word wid="16" pos="VVFIN">sollst</word>
  <word wid="17" pos="ART">der</word>
  <word wid="18" pos="NN">König</word>
  <word wid="19" pos="VAINF">sein</word>
  <word wid="20" pos="$.">.</word>
  <word wid="21" pos="$(">"</word>
</sentence>
</text>

The use of other tagger models leads to slightly different tagging results, for example, the german-fast.tagger model tags the word "lieb" (/text/sentence[@id='0']/word[@wid='11']), as follows:

<!-- [...] -->
  <word wid="11" pos="VVFIN">lieb</word>
<!-- [...] -->

These differences can be found by combining the output of all three tagger models into a single XStandoff instance and analyzing it afterwards.

The XStandoff instance

[XML]

The resulting XStandoff instance containing references to the resources used during the annotation process and TEI metadata for the primary data.

<?xml version="1.0" encoding="UTF-8"?>
<xsf:corpusData xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
  xmlns:xsf="http://www.xstandoff.net/2009/xstandoff/1.1" xsfVersion="1.1"
  xml:id="grimm_de-dewac-grimm_de-fast-grimm_de-hgc"
  xsi:schemaLocation="http://www.xstandoff.net/2009/xstandoff/1.1 http://www.xstandoff.net/2009/xstandoff/1.1/xsf.xsd">
  <xsf:meta xmlns="http://www.tei-c.org/ns/1.0"
    xsi:schemaLocation="http://www.tei-c.org/ns/1.0 ../xsd/tei_corpus.xsd">
    <teiHeader>
      <fileDesc>
        <titleStmt>
          <title>Die drei Faulen</title>
          <author>Jacob Grimm</author>
          <author>Wilhelm Grimm</author>
        </titleStmt>
        <editionStmt>
          <edition>Projekt Gutenberg-Version</edition>
        </editionStmt>
        <publicationStmt>
          <p>Published in 1812</p>
        </publicationStmt>
        <sourceDesc>
          <p>http://gutenberg.spiegel.de/?id=5&xid=969&kapitel=69&cHash=b2042df08bdrei_fau#gb_found</p>
        </sourceDesc>
      </fileDesc>
    </teiHeader>
  </xsf:meta>
  <xsf:primaryData start="0" end="1147">
    <xsf:primaryDataRef uri="../pd/grimm_de.txt"/>
  </xsf:primaryData>
  <xsf:segmentation>
    <xsf:segment xml:id="seg1" start="0" end="1147"/>
    <xsf:segment xml:id="seg2" start="0" end="136"/>
    <xsf:segment xml:id="seg3" start="0" end="3"/>
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