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user:zeman:treebanks [2011/11/19 13:08]
zeman Greek sample.
user:zeman:treebanks [2011/11/20 17:53]
zeman English.
Line 1590: Line 1590:
 ==== Inside ==== ==== Inside ====
  
-The original morphosyntactic tags have been converted to fit into the three columns (CPOS, POS and FEATof the CoNLL format. There //should// be a 1-1 mapping between the [[http://www.bultreebank.org/TechRep/BTB-TR03.pdf|BTB positional tags]] and the CoNLL 2006 annotation. Use [[http://quest.ms.mff.cuni.cz/cgi-bin/interset/index.pl?tagset=bg::conll|DZ Interset]] to inspect the CoNLL tagset. +The syntactic annotation style and the tagset for dependency relations (analytical functionsin GDT has been modeled after the [[http://ufal.mff.cuni.cz/pdt2.0/doc/manuals/en/a-layer/html/index.html|Prague Dependency Treebank]].
- +
-The morphological analysis does not include lemmas. The morphosyntactic tags have been assigned (probably) manually. +
- +
-The guidelines for syntactic annotation are documented in the other [[http://www.bultreebank.org/TechRep/BTB-TR05.pdf|technical report]]. The CoNLL distribution contains the BulTreeBankReadMe.html file with a brief description of the syntactic tags (dependency relation labels).+
  
 ==== Sample ==== ==== Sample ====
Line 1649: Line 1645:
 ==== Parsing ==== ==== Parsing ====
  
-Nonprojectivities in BTB are rare. Only 747 of the 196,151 tokens in the CoNLL 2006 version are attached nonprojectively (0.38%).+Nonprojectivities in GDT are not frequent. Only 823 of the 70223 tokens in the CoNLL 2007 version are attached nonprojectively (1.17%).
  
-The results of the CoNLL 2006 shared task are [[http://ilk.uvt.nl/conll/results.html|available online]]. They have been published in [[http://aclweb.org/anthology-new/W/W06/W06-2920.pdf|(Buchholz and Marsi2006)]]. The evaluation procedure was non-standard because it excluded punctuation tokens. These are the best results for Bulgarian:+The results of the CoNLL 2007 shared task are [[http://nextens.uvt.nl/depparse-wiki/AllScores|available online]]. They have been published in [[http://aclweb.org/anthology-new/D/D07/D07-1096.pdf|(Nivre et al.2007)]]. The evaluation procedure was changed to include punctuation tokens. These are the best results for Greek:
  
 ^ Parser (Authors) ^ LAS ^ UAS ^ ^ Parser (Authors) ^ LAS ^ UAS ^
-| MST (McDonald et al.) | 87.57 92.04 +| Nakagawa | 76.31 | 84.08 | 
-| Malt (Nivre et al.) | 87.41 91.72 +| Keith Hall et al. | 74.21 | 82.04 | 
-| Nara (Yuchang Cheng) | 86.34 91.30 |+| Carreras | 73.56 | 81.37 | 
 +| Malt (Nilsson et al.) | 74.65 | 81.22 | 
 +| Titov et al. | 73.52 | 81.20 | 
 +| Chen | 74.42 | 81.16 | 
 +| Duan | 74.29 | 80.77 | 
 +| Attardi et al. | 73.92 | 80.75 | 
 +| Malt (J. Hall et al.) | 74.21 | 80.66 | 
 + 
 +The two Malt parser results of 2007 (single malt and blended) are described in [[http://aclweb.org/anthology-new/D/D07/D07-1097.pdf|(Hall et al., 2007)]] and the details about the parser configuration are described [[http://w3.msi.vxu.se/users/jha/conll07/|here]]. 
 + 
 +===== English (en) ===== 
 + 
 +[[http://www.cis.upenn.edu/~treebank/|Penn Treebank]] 
 + 
 +==== Versions ==== 
 + 
 +  * Penn Treebank 2 (1995) 
 +  * Penn Treebank 3 (1999) 
 +  * CoNLL 2007 
 +  * CoNLL 2008 
 +  * CoNLL 2009 
 + 
 +==== Obtaining and License ==== 
 + 
 +The original Penn Treebank is distributed by the LDC under the catalogue number [[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC99T42|LDC99T42]]. It is free for LDC members 1999, price for non-members is unknown (contact LDC). The [[http://www.ldc.upenn.edu/Catalog/nonmem_agree/generic.license.html|license]] in short: 
 + 
 +  * non-commercial education and research usage 
 +  * no redistribution 
 +  * citation in publications not explicitly required but it is common decency 
 + 
 +The CoNLL 2007, 2008 and 2009 versions are also licensed by the LDC and LDC members can keep them after the shared task. Those who have not participated in the shared task may inquire at the LDC about the availability of the datasets. Their republication in LDC is planned but it has not happenned yet. 
 + 
 +The Penn Treebank was created by members of the [[http://www.cis.upenn.edu/|Department of Computer and Information Science]] (CIS), School of Engineering, University of Pennsylvania, Levine Hall, 3330 Walnut Street, Philadelphia, PA 19104-6309, USA. The constituents-to-dependencies CoNLL 2007 conversion of the treebank was prepared by Ryan McDonald. 
 + 
 +==== References ==== 
 + 
 +  * Website 
 +    * http://www.cis.upenn.edu/~treebank/ 
 +  * Data 
 +    * Mitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz, Ann Taylor: //Treebank-3// ([[http://www.ldc.upenn.edu/Catalog/CatalogEntry.jsp?catalogId=LDC99T42|LDC99T42]]). Linguistic Data Consortium, Philadelphia, USA, 2001. ISBN 1-58563-163-9. 
 +  * Principal publications 
 +    * Mitchell P. Marcus, Beatrice Santorini, Mary Ann Marcinkiewicz: Building a large annotated corpus of English: the Penn Treebank. //Computational Linguistics,// 19(2):313-330. 1993. 
 +  * Documentation 
 +    * [[http://www.cis.upenn.edu/~treebank/tokenization.html|Tokenization]] 
 +    * Beatrice Santorini: [[ftp://ftp.cis.upenn.edu/pub/treebank/doc/tagguide.ps.gz|Part-of-Speech Tagging Guidelines for the Penn Treebank Project]], 3rd Revision, Philadelphia, USA, 1990. 
 +    * Ann Bies, Mark Ferguson, Karen Katz, Robert MacIntyre: [[ftp://ftp.cis.upenn.edu/pub/treebank/doc/manual/root.ps.gz|Bracketing Guidelines for Treebank II Style, Penn Treebank Project]], Philadelphia, USA, 1995. 
 +    * Robert MacIntyre: [[ftp://ftp.cis.upenn.edu/pub/treebank/doc/faq.cd2|NP Heads and Base NPs]] (Treebank FAQ) 
 +    * Richard Johansson, Pierre Nugues: [[http://dspace.utlib.ee/dspace/bitstream/handle/10062/2560/reg-Johansson-10.pdf;jsessionid=BB8432D9BAE4FCF9DD9BD746704E796F?sequence=1|Extended constituent-to-dependency conversion for English]]. In: Proceedings of the 16th Nordic Conference on Computational Linguistics (NODALIDA), pp. 105-112, Tartu, Estonia, 2007. 
 + 
 +==== Domain ==== 
 + 
 +Newswire text (Lidové noviny, Mladá fronta Dnes), business weekly (Českomoravský Profit) and a scientific magazine (Vesmír). 
 + 
 +==== Size ==== 
 + 
 +CoNLL 2007: Wall Street Journal part of the Penn Treebank, sections 2-11 used for training, a subset of section 23 for testing. 
 + 
 +All distributions of PDT are officially split to training, development (d-test) and test (e-test) data sets. PDT 2.0 contains data that are annotated only morphologically (M-layer), those that are annotated both morphologically and analytically (surface syntax; M+A layers), and the smallest subset is also annotated tectogrammatically (M+A+T layers). The statistics in this section cover the M+A subset, which is relevant for surface dependency parsing. 
 + 
 +Size of CoNLL 2007 data was limited because some teams of CoNLL 2006 complained that they did not have enough time and resources to train the larger models. For CoNLL 2009, only that part of PDT was selected that contained also tectogrammatical annotation, because the 2009 task included semantic learning. 
 + 
 +Parts of the following table have been taken from [[http://ufal.mff.cuni.cz/~zeman/publikace/disertace/thesis.pdf|(Zeman 2004, page 21)]]. Only non-empty sentences counted (e.g. PDT 1.0 had 81614 sentence tags but only 73088 non-empty ones). 
 + 
 +^ Version ^ Train Sentences ^ Train Tokens ^ D-test Sentences ^ D-test Tokens ^ E-test Sentences ^ E-test Tokens ^ Total Sentences ^ Total Tokens ^ Sentence Length ^ 
 +| PDT 0.5 |     19126 |    327,597 |  3697 |    63718 |   3787 |    65390 |  26610 |    456,705 |  17.16 | 
 +| PDT 1.0 |     73088 |  1,255,590 |  7319 |  126,030 |   7507 |  125,713 |  87914 |  1,489,748 |  16.95 | 
 +| PDT 2.0 |     68562 |  1,172,299 |  9270 |  158,962 |  10148 |  173,586 |  87980 |  1,504,847 |  17.10 | 
 +| CoNLL 2006 |  72703 |  1,249,408 |   365 |     5853 |        |          |  73068 |  1,255,261 |  17.18 | 
 +| CoNLL 2007 |  25364 |    432,296 |   286 |     4724 |        |          |  25650 |    437,020 |  17.04 | 
 +| CoNLL 2009 |  38727 |    652,544 |  5228 |    87988 |   4213 |    70348 |  48168 |    810,880 |  16.83 | 
 + 
 +==== Inside ==== 
 + 
 +CoNLL 2007: Many function tags were removed from the non-terminals in the phrase-structure representation. The phrase structures were converted to dependency structures using the procedure described in Richard Johansson, Pierre Nugues: [[http://dspace.utlib.ee/dspace/bitstream/handle/10062/2560/reg-Johansson-10.pdf;jsessionid=BB8432D9BAE4FCF9DD9BD746704E796F?sequence=1|Extended constituent-to-dependency conversion for English]]. In: Proceedings of the 16th Nordic Conference on Computational Linguistics (NODALIDA), pp. 105-112, Tartu, Estonia, 2007. 
 + 
 +PDT 1.0 is distributed in the [[::format-csts|CSTS format]]. PDT 2.0 uses the [[::format-pml|PML format]]. CoNLL 2006 and 2007 uses the [[:format-conll|CoNLL-X format]]; CoNLL 2009 format is slightly different (number and meaning of columns). Unlike the other formats, the CSTS format used the ISO-8859-2 character encoding. 
 + 
 +The CSTS format (PDT 0.5 and 1.0) contains morphological annotation (lemmas and tags) both manual and by two taggers. The CoNLL 2009 version contains manual and one automatic disambiguation. The official distribution of PDT 2.0 and the CoNLL 2006 and 2007 versions contain only manual morphology. 
 + 
 +The original PDT uses 15-character positional morphological tags. The CoNLL versions convert the tags to the two/three CoNLL columns, CPOS, POS and FEAT. In addition, the CoNLL versions contain the Sem feature, which is derived from the tags attached to lemma in PDT (see [[http://ufal.mff.cuni.cz/pdt2.0/doc/manuals/en/m-layer/pdf/m-man-en.pdf|Hana and Zeman, 2005]]). 
 + 
 +See above for documentation of the morphological tags. All CoNLL distributions contain a README file with a brief description of the parts of speech and features. Use [[http://quest.ms.mff.cuni.cz/cgi-bin/interset/index.pl?tagset=cs::pdt|DZ Interset]] to inspect the PDT and the CoNLL tagsets. 
 + 
 +The guidelines for syntactic annotation are documented in the [[http://ufal.mff.cuni.cz/pdt2.0/doc/manuals/en/a-layer/html/index.html|PDT annotation manual]]. 
 + 
 +==== Sample ==== 
 + 
 +The first sentence of the PDT 1.0 training data: 
 + 
 +<code xml><csts lang=cs> 
 +<h> 
 +<source>Českomoravský profit</source> 
 +<markup> 
 +<mauth>js 
 +<mdate>1996-2000 
 +<mdesc>Manual analytical annotation 
 +</markup> 
 +<markup> 
 +<mauth>kk,lk 
 +<mdate>1996-2000 
 +<mdesc>Manual morphological annotation 
 +</markup> 
 +</h> 
 +<doc file="s/inf/j/1994/cmpr9406" id="001"> 
 +<a> 
 +<mod>
 +<txtype>inf 
 +<genre>mix 
 +<med>
 +<temp>1994 
 +<authname>
 +<opus>cmpr9406 
 +<id>001 
 +</a> 
 +<c> 
 +<p n=1> 
 +<s id="cmpr9406:001-p1s1"> 
 +<p n=2> 
 +<s id="cmpr9406:001-p2s1"> 
 +<f cap>Třikrát<l>třikrát`3<t>Cv-------------<MDl src="a">třikrát`3<MDt src="a">Cv-------------<MDl src="b">třikrát`3<MDt src="b">Cv-------------<A>Adv<r>1<g>
 +<f>rychlejší<l>rychlý<t>AAFS1----2A----<MDl src="a">rychlý<MDt src="a">AANS1----2A----<MDl src="b">rychlý<MDt src="b">AAFS1----2A----<A>ExD<r>2<g>
 +<f>než<l>než-2<t>J,-------------<MDl src="a">než-2<MDt src="a">J,-------------<MDl src="b">než-2<MDt src="b">J,-------------<A>AuxC<r>3<g>
 +<f>slovo<l>slovo<t>NNNS1-----A----<MDl src="a">slovo<MDt src="a">NNNS4-----A----<MDl src="b">slovo<MDt src="b">NNNS1-----A----<A>ExD<r>4<g>3</code> 
 + 
 +The first two sentences of the PDT 1.0 d-test data: 
 + 
 +<code xml><csts lang=cs> 
 +<h> 
 +<source>Lidové noviny</source> 
 +<markup> 
 +<mauth>zu 
 +<mdate>1996-2000 
 +<mdesc>Manual analytical annotation 
 +</markup> 
 +</h> 
 +<doc file="s/pub/nws/1994/ln94206" id="1"> 
 +<a> 
 +<mod>
 +<txtype>pub 
 +<genre>mix 
 +<med>nws 
 +<temp>1994 
 +<authname>
 +<opus>ln94206 
 +<id>
 +</a> 
 +<c> 
 +<p n=1> 
 +<s id="ln94206:1-p1s1"> 
 +<i>ti 
 +<f cap>Lidé<MDl src="a">člověk<MDt src="a">NNMP1-----A---1<MDl src="b">člověk<MDt src="b">NNMP1-----A---1<A>ExD<r>1<g>
 +<p n=2> 
 +<s id="ln94206:1-p2s1"> 
 +<f upper.abbr>ING<MDl src="a">Ing-1_:B_^(inženýr)<MDt src="a">NNMXX-----A---8<MDl src="b">Ing-1_:B_^(inženýr)<MDt src="b">NNMXX-----A---8<A>Atr<r>1<g>
 +<D> 
 +<d>.<MDl src="a">.<MDt src="a">Z:-------------<MDl src="b">.<MDt src="b">Z:-------------<A>AuxG<r>2<g>
 +<f upper>PETR<MDl src="a">Petr_;Y<MDt src="a">NNMS1-----A----<MDl src="b">Petr_;Y<MDt src="b">NNMS1-----A----<A>Atr<r>3<g>
 +<f upper>KARAS<MDl src="a">karas<MDt src="a">NNMS1-----A----<MDl src="b">karas<MDt src="b">NNMS1-----A----<A>Sb_Ap<r>4<g>11 
 +<D> 
 +<d>,<MDl src="a">,<MDt src="a">Z:-------------<MDl src="b">,<MDt src="b">Z:-------------<A>AuxX<r>5<g>
 +<f mixed>CSc<MDl src="a">CSc-1_:B_^(kandidát_věd)<MDt src="a">NNMXX-----A---8<MDl src="b">CSc-1_:B_^(kandidát_věd)<MDt src="b">NNMXX-----A---8<A>Atr<r>6<g>
 +<D> 
 +<d>.<MDl src="a">.<MDt src="a">Z:-------------<MDl src="b">.<MDt src="b">Z:-------------<A>AuxG<r>7<g>
 +<d>(<MDl src="a">(<MDt src="a">Z:-------------<MDl src="b">(<MDt src="b">Z:-------------<A>ExD<r>8<g>
 +<D> 
 +<f num>53<MDl src="a">53<MDt src="a">C=-------------<MDl src="b">53<MDt src="b">C=-------------<A>ExD_Pa<r>9<g>
 +<D> 
 +<d>)<MDl src="a">)<MDt src="a">Z:-------------<MDl src="b">)<MDt src="b">Z:-------------<A>ExD<r>10<g>
 +<D> 
 +<d>,<MDl src="a">,<MDt src="a">Z:-------------<MDl src="b">,<MDt src="b">Z:-------------<A>Apos<r>11<g>20 
 +<f>generální<MDl src="a">generální<MDt src="a">AAMS1----1A----<MDl src="b">generální<MDt src="b">AAMS1----1A----<A>Atr<r>12<g>13 
 +<f>ředitel<MDl src="a">ředitel<MDt src="a">NNMS1-----A----<MDl src="b">ředitel<MDt src="b">NNMS1-----A----<A>Sb_Co<r>13<g>15 
 +<f upper>ČEZ<MDl src="a">ČEZ-1_:B_;K_^(České_energetické_závody)<MDt src="a">NNIPX-----A---8<MDl src="b">ČEZ-1_:B_;K_^(České_energetické_závody)<MDt src="b">NNIPX-----A---8<A>Atr<r>14<g>13 
 +<f>a<MDl src="a">a-1<MDt src="a">J^-------------<MDl src="b">a-1<MDt src="b">J^-------------<A>Coord_Ap<r>15<g>11 
 +<f>předseda<MDl src="a">předseda<MDt src="a">NNMS1-----A----<MDl src="b">předseda<MDt src="b">NNMS1-----A----<A>Sb_Co<r>16<g>15 
 +<f>jeho<MDl src="a">jeho_^(přivlast.)<MDt src="a">PSXXXZS3-------<MDl src="b">jeho_^(přivlast.)<MDt src="b">PSXXXZS3-------<A>Atr<r>17<g>18 
 +<f>představenstva<MDl src="a">představenstvo<MDt src="a">NNNS2-----A----<MDl src="b">představenstvo<MDt src="b">NNNS2-----A----<A>Atr<r>18<g>16 
 +<D> 
 +<d>,<MDl src="a">,<MDt src="a">Z:-------------<MDl src="b">,<MDt src="b">Z:-------------<A>AuxX<r>19<g>11 
 +<f>je<MDl src="a">být<MDt src="a">VB-S---3P-AA---<MDl src="b">být<MDt src="b">VB-S---3P-AA---<A>Pred<r>20<g>
 +<f>absolventem<MDl src="a">absolvent<MDt src="a">NNMS7-----A----<MDl src="b">absolvent<MDt src="b">NNMS7-----A----<A>Pnom<r>21<g>20 
 +<f>elektrotechnické<MDl src="a">elektrotechnický<MDt src="a">AAFS2----1A----<MDl src="b">elektrotechnický<MDt src="b">AAFS2----1A----<A>Atr<r>22<g>23 
 +<f>fakulty<MDl src="a">fakulta<MDt src="a">NNFS2-----A----<MDl src="b">fakulta<MDt src="b">NNFS2-----A----<A>Atr_Co<r>23<g>25 
 +<f upper>ČVUT<MDl src="a">ČVUT-1_:B_;K_^(České_vysoké_učení_technické)<MDt src="a">NNNXX-----A---8<MDl src="b">ČVUT-1_:B_;K_^(České_vysoké_učení_technické)<MDt src="b">NNNXX-----A---8<A>Atr<r>24<g>23 
 +<f>a<MDl src="a">a-1<MDt src="a">J^-------------<MDl src="b">a-1<MDt src="b">J^-------------<A>Coord<r>25<g>21 
 +<f>postgraduálního<MDl src="a">postgraduální<MDt src="a">AANS2----1A----<MDl src="b">postgraduální<MDt src="b">AANS2----1A----<A>Atr<r>26<g>27 
 +<f>studia<MDl src="a">studium<MDt src="a">NNNS2-----A----<MDl src="b">studium<MDt src="b">NNNS2-----A----<A>Atr_Co<r>27<g>25 
 +<f>v<MDl src="a">v-1<MDt src="a">RR--6----------<MDl src="b">v-1<MDt src="b">RR--6----------<A>AuxP<r>28<g>29 
 +<f>oboru<MDl src="a">obor_^(lidské_činnosti)<MDt src="a">NNIS6-----A----<MDl src="b">obor_^(lidské_činnosti)<MDt src="b">NNIS6-----A----<A>AuxP<r>29<g>27 
 +<f>metod<MDl src="a">metoda<MDt src="a">NNFP2-----A----<MDl src="b">metoda<MDt src="b">NNFP2-----A----<A>Atr<r>30<g>29 
 +<f>operační<MDl src="a">operační<MDt src="a">AAFS2----1A----<MDl src="b">operační<MDt src="b">AAFS2----1A----<A>Atr<r>31<g>32 
 +<f>analýzy<MDl src="a">analýza<MDt src="a">NNFS2-----A----<MDl src="b">analýza<MDt src="b">NNFS2-----A----<A>Atr<r>32<g>30 
 +<D> 
 +<d>.<MDl src="a">.<MDt src="a">Z:-------------<MDl src="b">.<MDt src="b">Z:-------------<A>AuxK<r>33<g>0</code> 
 + 
 +The first sentence of the PDT 1.0 e-test data: 
 + 
 +<code xml><csts lang=cs> 
 +<h> 
 +<source>Lidové noviny</source> 
 +<markup> 
 +<mauth>zu 
 +<mdate>1996-2000 
 +<mdesc>Manual analytical annotation 
 +</markup> 
 +</h> 
 +<doc file="s/pub/nws/1994/ln94209" id="1"> 
 +<a> 
 +<mod>
 +<txtype>pub 
 +<genre>mix 
 +<med>nws 
 +<temp>1994 
 +<authname>
 +<opus>ln94209 
 +<id>
 +</a> 
 +<c> 
 +<p n=1> 
 +<s id="ln94209:1-p1s1"> 
 +<f cap>Přádelny<MDl src="a">přádelna<MDt src="a">NNFP1-----A----<MDl src="b">přádelna<MDt src="b">NNFP1-----A----<A>Sb<r>1<g>
 +<f>mají<MDl src="a">mít<MDt src="a">VB-P---3P-AA---<MDl src="b">mít<MDt src="b">VB-P---3P-AA---<A>Pred<r>2<g>
 +<f>dvojnásob<MDl src="a">dvojnásob<MDt src="a">Db-------------<MDl src="b">dvojnásob<MDt src="b">Db-------------<A>Obj<r>3<g>
 +<f>vad<MDl src="a">vada<MDt src="a">NNFP2-----A----<MDl src="b">vada<MDt src="b">NNFP2-----A----<A>Atr<r>4<g>3</code> 
 + 
 +Morphological annotation of the first amw training file of the PDT 2.0: 
 + 
 +<code xml><mdata xmlns="http://ufal.mff.cuni.cz/pdt/pml/"> 
 + <head> 
 +  <schema href="mdata_schema.xml" /> 
 +  <references> 
 +   <reffile id="w" name="wdata" href="cmpr9406_001.w.gz" /> 
 +  </references> 
 + </head> 
 + <meta> 
 +  <lang>cs</lang> 
 +  <annotation_info id="manual"> 
 +   <desc>Manual annotation</desc> 
 +  </annotation_info> 
 + </meta> 
 + <s id="m-cmpr9406-001-p2s1"> 
 +  <m id="m-cmpr9406-001-p2s1w1"> 
 +   <src.rf>manual</src.rf> 
 +   <w.rf>w#w-cmpr9406-001-p2s1w1</w.rf> 
 +   <form>Třikrát</form> 
 +   <lemma>třikrát`3</lemma> 
 +   <tag>Cv-------------</tag> 
 +  </m> 
 +  <m id="m-cmpr9406-001-p2s1w2"> 
 +   <src.rf>manual</src.rf> 
 +   <w.rf>w#w-cmpr9406-001-p2s1w2</w.rf> 
 +   <form>rychlejší</form> 
 +   <lemma>rychlý</lemma> 
 +   <tag>AAFS1----2A----</tag> 
 +  </m> 
 +  <m id="m-cmpr9406-001-p2s1w3"> 
 +   <src.rf>manual</src.rf> 
 +   <w.rf>w#w-cmpr9406-001-p2s1w3</w.rf> 
 +   <form>než</form> 
 +   <lemma>než-2</lemma> 
 +   <tag>J,-------------</tag> 
 +  </m> 
 +  <m id="m-cmpr9406-001-p2s1w4"> 
 +   <src.rf>manual</src.rf> 
 +   <w.rf>w#w-cmpr9406-001-p2s1w4</w.rf> 
 +   <form>slovo</form> 
 +   <lemma>slovo</lemma> 
 +   <tag>NNNS1-----A----</tag> 
 +  </m> 
 + </s></code> 
 + 
 +Analytical (surface-syntactic) annotation of the first amw training file of the PDT 2.0: 
 + 
 +<code xml><adata xmlns="http://ufal.mff.cuni.cz/pdt/pml/"> 
 + <head> 
 +  <schema href="adata_schema.xml" /> 
 +  <references> 
 +   <reffile id="m" name="mdata" href="cmpr9406_001.m.gz" /> 
 +   <reffile id="w" name="wdata" href="cmpr9406_001.w.gz" /> 
 +  </references> 
 + </head> 
 + <meta> 
 +  <annotation_info> 
 +   <desc>Manual annotation</desc> 
 +  </annotation_info> 
 + </meta> 
 + <trees> 
 +  <LM id="a-cmpr9406-001-p2s1"> 
 +   <s.rf>m#m-cmpr9406-001-p2s1</s.rf> 
 +   <ord>0</ord> 
 +   <children> 
 +    <LM id="a-cmpr9406-001-p2s1w2"> 
 +     <m.rf>m#m-cmpr9406-001-p2s1w2</m.rf> 
 +     <afun>ExD</afun> 
 +     <ord>2</ord> 
 +     <children> 
 +      <LM id="a-cmpr9406-001-p2s1w1"> 
 +       <m.rf>m#m-cmpr9406-001-p2s1w1</m.rf> 
 +       <afun>Adv</afun> 
 +       <ord>1</ord> 
 +      </LM> 
 +      <LM id="a-cmpr9406-001-p2s1w3"> 
 +       <m.rf>m#m-cmpr9406-001-p2s1w3</m.rf> 
 +       <afun>AuxC</afun> 
 +       <ord>3</ord> 
 +       <children> 
 +        <LM id="a-cmpr9406-001-p2s1w4"> 
 +         <m.rf>m#m-cmpr9406-001-p2s1w4</m.rf> 
 +         <afun>ExD</afun> 
 +         <ord>4</ord> 
 +        </LM> 
 +       </children> 
 +      </LM> 
 +     </children> 
 +    </LM> 
 +   </children> 
 +  </LM></code> 
 + 
 +The first two sentences of the CoNLL 2006 and 2007 training data: 
 + 
 +| 1 | Třikrát | třikrát`3 | C | v | _ | 2 | Adv | _ | _ | 
 +| 2 | rychlejší | rychlý | A | A | Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=2<nowiki>|</nowiki>Neg=A | 0 | ExD | _ | _ | 
 +| 3 | než | než-2 | J | , | _ | 2 | AuxC | _ | _ | 
 +| 4 | slovo | slovo | N | N | Gen=N<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | 3 | ExD | _ | _ | 
 +| |||||||||| 
 +| 1 | Faxu | fax | N | N | Gen=I<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=3<nowiki>|</nowiki>Neg=A | 2 | Obj | _ | _ | 
 +| 2 | škodí | škodit | V | B | Num=P<nowiki>|</nowiki>Per=3<nowiki>|</nowiki>Ten=P<nowiki>|</nowiki>Neg=A<nowiki>|</nowiki>Voi=A | 0 | Pred | _ | _ | 
 +| 3 | především | především | D | b | _ | 6 | AuxZ | _ | _ | 
 +| 4 | přetížené | přetížený | A | A | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 6 | Atr | _ | _ | 
 +| 5 | telefonní | telefonní | A | A | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 6 | Atr | _ | _ | 
 +| 6 | linky | linka | N | N | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | 2 | Sb | _ | _ | 
 +| 7 | * | * | Z | : | _ | 2 | AuxG | _ | _ | 
 + 
 +The first sentence of the CoNLL 2006 test data: 
 + 
 +| 1 | Podobně | podobně | D | g | Gra=1<nowiki>|</nowiki>Neg=A | 5 | Adv | _ | _ | 
 +| 2 | , | , | Z | : | _ | 3 | AuxX | _ | _ | 
 +| 3 | myslím | myslit | V | B | Num=S<nowiki>|</nowiki>Per=1<nowiki>|</nowiki>Ten=P<nowiki>|</nowiki>Neg=A<nowiki>|</nowiki>Voi=A | 5 | Pred_Pa | _ | _ | 
 +| 4 | , | , | Z | : | _ | 3 | AuxX | _ | _ | 
 +| 5 | postupuje | postupovat | V | B | Num=S<nowiki>|</nowiki>Per=3<nowiki>|</nowiki>Ten=P<nowiki>|</nowiki>Neg=A<nowiki>|</nowiki>Voi=A | 0 | Pred | _ | _ | 
 +| 6 | většina | většina | N | N | Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | 5 | Sb | _ | _ | 
 +| 7 | českých | český | A | A | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=2<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 8 | Atr | _ | _ | 
 +| 8 | bank | banka | N | N | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=2<nowiki>|</nowiki>Neg=A | 6 | Atr | _ | _ | 
 +| 9 | , | , | Z | : | _ | 11 | AuxX | _ | _ | 
 +| 10 | zejména | zejména | D | b | _ | 12 | AuxZ | _ | _ | 
 +| 11 | v | v-1 | R | R | Cas=6 | 5 | AuxP | _ | _ | 
 +| 12 | případech | případ | N | N | Gen=I<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=6<nowiki>|</nowiki>Neg=A | 11 | Adv | _ | _ | 
 +| 13 | , | , | Z | : | _ | 17 | AuxX | _ | _ | 
 +| 14 | kdy | kdy | D | b | _ | 17 | Adv | _ | _ | 
 +| 15 | by | být | V | c | Num=X<nowiki>|</nowiki>Per=3 | 17 | AuxV | _ | _ | 
 +| 16 | se | se | P | 7 | Num=X<nowiki>|</nowiki>Cas=4 | 18 | AuxT | _ | _ | 
 +| 17 | mělo | mít | V | p | Gen=N<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Per=X<nowiki>|</nowiki>Ten=R<nowiki>|</nowiki>Neg=A<nowiki>|</nowiki>Voi=A | 12 | Atr | _ | _ | 
 +| 18 | jednat | jednat | V | f | Neg=A | 17 | Obj | _ | _ | 
 +| 19 | o | o-1 | R | R | Cas=4 | 18 | AuxP | _ | _ | 
 +| 20 | větší | velký | A | A | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Gra=2<nowiki>|</nowiki>Neg=A | 21 | Atr | _ | _ | 
 +| 21 | částky | částka | N | N | Gen=F<nowiki>|</nowiki>Num=P<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Neg=A | 19 | Obj | _ | _ | 
 +| 22 | . | . | Z | : | _ | 0 | AuxK | _ | _ | 
 + 
 +The first sentence of the CoNLL 2007 test data: 
 + 
 +| 1 | Proč | proč | D | b | _ | 2 | Adv | _ | _ | 
 +| 2 | mají | mít | V | B | Num=P<nowiki>|</nowiki>Per=3<nowiki>|</nowiki>Ten=P<nowiki>|</nowiki>Neg=A<nowiki>|</nowiki>Voi=A | 0 | Pred | _ | _ | 
 +| 3 | každý | každý | A | A | Gen=I<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 4 | Atr | _ | _ | 
 +| 4 | rok | rok | N | N | Gen=I<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Neg=A | 5 | Adv | _ | _ | 
 +| 5 | fasovat | fasovat | V | f | Neg=A | 2 | Obj | _ | _ | 
 +| 6 | speciální | speciální | A | A | Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 7 | Atr | _ | _ | 
 +| 7 | taxu | taxa | N | N | Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Neg=A | 5 | Obj | _ | _ | 
 +| 8 | na | na | R | R | Cas=4 | 7 | AuxP | _ | _ | 
 +| 9 | oblečení | oblečení | N | N | Gen=N<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=4<nowiki>|</nowiki>Neg=A | 8 | AtrAdv | _ | _ | 
 +| 10 | ? | ? | Z | : | _ | 0 | AuxK | _ | _ | 
 + 
 +The first sentence of the CoNLL 2009 training data: 
 + 
 +| 1 | Celní | celní | celní | A | A | SubPOS=A<nowiki>|</nowiki>Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | SubPOS=A<nowiki>|</nowiki>Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 2 | 2 | Atr | Atr | Y | celní | _ | RSTR | _ | 
 +| 2 | unie | unie | unie | N | N | SubPOS=N<nowiki>|</nowiki>Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | SubPOS=N<nowiki>|</nowiki>Gen=F<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | 0 | 0 | ExD | ExD | Y | unie | _ | _ | _ | 
 +| 3 | v | v | v | R | R | SubPOS=R<nowiki>|</nowiki>Cas=6 | SubPOS=R<nowiki>|</nowiki>Cas=6 | 2 | 2 | AuxP | AuxP | _ | _ | _ | _ | _ | 
 +| 4 | ohrožení | ohrožení | ohrožení | N | N | SubPOS=N<nowiki>|</nowiki>Gen=N<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=6<nowiki>|</nowiki>Neg=A | SubPOS=N<nowiki>|</nowiki>Gen=N<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=6<nowiki>|</nowiki>Neg=A | 3 | 3 | Atr | Atr | Y | v-w3017f1 | _ | _ | _ | 
 + 
 +The first sentence of the CoNLL 2009 development data: 
 + 
 +| 1 | <nowiki>|</nowiki> | <nowiki>|</nowiki> | <nowiki>|</nowiki> | Z | Z | SubPOS=: | SubPOS=: | 0 | 3 | ExD | AuxG | _ | _ | _ | _ | 
 +| 2 | Daňový | daňový | daňový | A | A | SubPOS=A<nowiki>|</nowiki>Gen=M<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | SubPOS=A<nowiki>|</nowiki>Gen=M<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Gra=1<nowiki>|</nowiki>Neg=A | 3 | 3 | Atr | Atr | Y | daňový | _ | RSTR | 
 +| 3 | poradce | poradce | poradce | N | N | SubPOS=N<nowiki>|</nowiki>Gen=M<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | SubPOS=N<nowiki>|</nowiki>Gen=M<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | 0 | 0 | ExD | ExD | Y | poradce | _ | _ | 
 +| 4 | <nowiki>|</nowiki> | <nowiki>|</nowiki> | <nowiki>|</nowiki> | Z | Z | SubPOS=: | SubPOS=: | 0 | 3 | AuxK | AuxG | _ | _ | _ | _ | 
 + 
 +The first sentence of the CoNLL 2009 test data: 
 + 
 +| 1 | Názor | názor | názor | N | N | SubPOS=N<nowiki>|</nowiki>Gen=I<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | SubPOS=N<nowiki>|</nowiki>Gen=I<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=1<nowiki>|</nowiki>Neg=A | _ | _ | _ | _ | Y | 
 +| 2 | experta | expert | expert | N | N | SubPOS=N<nowiki>|</nowiki>Gen=M<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=2<nowiki>|</nowiki>Neg=A | SubPOS=N<nowiki>|</nowiki>Gen=M<nowiki>|</nowiki>Num=S<nowiki>|</nowiki>Cas=2<nowiki>|</nowiki>Neg=A | _ | _ | _ | _ | Y | 
 + 
 +==== Parsing ==== 
 + 
 +PDT is a mildly nonprojective treebank. 8351 of the 437,020 tokens in the CoNLL 2007 version are attached nonprojectively (1.91%). 
 + 
 +There is an [[http://ufal.mff.cuni.cz/czech-parsing/|online summary]] of known results in Czech parsing. 
 + 
 +The results of the CoNLL 2006 shared task are [[http://ilk.uvt.nl/conll/results.html|available online]]. They have been published in [[http://aclweb.org/anthology-new/W/W06/W06-2920.pdf|(Buchholz and Marsi, 2006)]]. The evaluation procedure was non-standard because it excluded punctuation tokens. These are the best results for Czech: 
 + 
 +^ Parser (Authors) ^ LAS ^ UAS ^ 
 +| MST (McDonald et al.) | 80.18 | 87.30 | 
 +| Basis (O'Neil) | 76.60 | 85.58 
 +| Malt (Nivre et al.) | 78.42 84.80 
 +| Nara (Yuchang Cheng) | 76.24 | 83.40 | 
 + 
 +The results of the CoNLL 2007 shared task are [[http://nextens.uvt.nl/depparse-wiki/AllScores|available online]]. They have been published in [[http://aclweb.org/anthology-new/D/D07/D07-1096.pdf|(Nivre et al., 2007)]]. The evaluation procedure was changed to include punctuation tokens. These are the best results for Czech: 
 + 
 +^ Parser (Authors) ^ LAS ^ UAS ^ 
 +| Nakagawa | 80.19 | 86.28 | 
 +| Carreras | 78.60 | 85.16 | 
 +| Titov et al. | 77.94 | 84.19 | 
 +| Malt (Nilsson et al.) | 77.98 | 83.59 | 
 +| Attardi et al. | 77.37 | 83.40 | 
 +| Malt (Hall et al.) | 77.22 | 82.35 | 
 + 
 +The two Malt parser results of 2007 (single malt and blended) are described in [[http://aclweb.org/anthology-new/D/D07/D07-1097.pdf|(Hall et al., 2007)]] and the details about the parser configuration are described [[http://w3.msi.vxu.se/users/jha/conll07/|here]]. 
 + 
 +The results of the CoNLL 2009 shared task are [[http://ufal.mff.cuni.cz/conll2009-st/results/results.php|available online]]. They have been published in [[http://aclweb.org/anthology/W/W09/W09-1201.pdf|(Hajič et al., 2009)]]. Unlabeled attachment score was not published. These are the best results for Czech: 
 + 
 +^ Parser (Authors) ^ LAS ^ 
 +| Merlo (Gesmundo et al.) | 80.38 | 
 +| Bohnet | 80.11 | 
 +| Che et al. | 80.01 |
  

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