Update spaCy pipeline

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 *.pb filter=lfs diff=lfs merge=lfs -text
 *.pt filter=lfs diff=lfs merge=lfs -text
 *.pth filter=lfs diff=lfs merge=lfs -text
+*.whl filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*strings.json filter=lfs diff=lfs merge=lfs -text
+vectors filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,674 @@
+                    GNU GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 2007
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+EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF
+SUCH DAMAGES.
+
+  17. Interpretation of Sections 15 and 16.
+
+  If the disclaimer of warranty and limitation of liability provided
+above cannot be given local legal effect according to their terms,
+reviewing courts shall apply local law that most closely approximates
+an absolute waiver of all civil liability in connection with the
+Program, unless a warranty or assumption of liability accompanies a
+copy of the Program in return for a fee.
+
+                     END OF TERMS AND CONDITIONS
+
+            How to Apply These Terms to Your New Programs
+
+  If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these terms.
+
+  To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least
+the "copyright" line and a pointer to where the full notice is found.
+
+    <one line to give the program's name and a brief idea of what it does.>
+    Copyright (C) <year>  <name of author>
+
+    This program is free software: you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    This program is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with this program.  If not, see <https://www.gnu.org/licenses/>.
+
+Also add information on how to contact you by electronic and paper mail.
+
+  If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+    <program>  Copyright (C) <year>  <name of author>
+    This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+    This is free software, and you are welcome to redistribute it
+    under certain conditions; type `show c' for details.
+
+The hypothetical commands `show w' and `show c' should show the appropriate
+parts of the General Public License.  Of course, your program's commands
+might be different; for a GUI interface, you would use an "about box".
+
+  You should also get your employer (if you work as a programmer) or school,
+if any, to sign a "copyright disclaimer" for the program, if necessary.
+For more information on this, and how to apply and follow the GNU GPL, see
+<https://www.gnu.org/licenses/>.
+
+  The GNU General Public License does not permit incorporating your program
+into proprietary programs.  If your program is a subroutine library, you
+may consider it more useful to permit linking proprietary applications with
+the library.  If this is what you want to do, use the GNU Lesser General
+Public License instead of this License.  But first, please read
+<https://www.gnu.org/licenses/why-not-lgpl.html>.

LICENSES_SOURCES

@@ -0,0 +1,56 @@
+# UD Spanish AnCora v2.5
+
+* Author: Martínez Alonso, Héctor; Zeman, Daniel
+* URL: https://github.com/UniversalDependencies/UD_Spanish-AnCora
+* License: GNU GPL 3.0
+
+```
+GNU GENERAL PUBLIC LICENSE 3.0
+http://www.gnu.org/licenses/gpl.html```
+
+
+
+
+# spaCy lookups data
+
+* Author: Explosion
+* URL: https://github.com/explosion/spacy-lookups-data
+* License: MIT
+
+```
+Copyright 2019-2021 ExplosionAI GmbH
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in
+the Software without restriction, including without limitation the rights to
+use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
+of the Software, and to permit persons to whom the Software is furnished to do
+so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
+```
+
+
+
+
+# dccuchile/bert-base-spanish-wwm-cased
+
+* Author: Cañete, José and Chaperon, Gabriel and Fuentes, Rodrigo and Ho, Jou-Hui and Kang, Hojin and Pérez, Jorge
+* URL: https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased
+* License: 
+
+```
+```
+
+
+
+

README.md

@@ -0,0 +1,88 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- es
+license: GNU-GPL-3.0
+model-index:
+- name: es_dep_news_trf
+  results:
+  - tasks:
+      name: POS
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9816927058
+  - tasks:
+      name: SENTER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.9567022539
+      - name: Recall
+        type: recall
+        value: 0.9752116082
+      - name: F Score
+        type: f_score
+        value: 0.9658682635
+  - tasks:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.946292786
+  - tasks:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.946292786
+---
+### Details: https://spacy.io/models/es#es_dep_news_trf
+
+Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `es_dep_news_trf` |
+| **Version** | `3.1.0` |
+| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
+| **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | [UD Spanish AnCora v2.5](https://github.com/UniversalDependencies/UD_Spanish-AnCora) (Martínez Alonso, Héctor; Zeman, Daniel)<br />[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)<br />[dccuchile/bert-base-spanish-wwm-cased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased) (Cañete, José and Chaperon, Gabriel and Fuentes, Rodrigo and Ho, Jou-Hui and Kang, Hojin and Pérez, Jorge) |
+| **License** | `GNU GPL 3.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (408 labels for 2 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `AdpType=Preppron\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `AdpType=Prep\|POS=ADP`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Int,Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=SCONJ`, `POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Plur\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=PUNCT\|PunctType=Peri`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctType=Comm`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=ADV`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `POS=PRON\|PronType=Ind`, `POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=PUNCT\|PunctType=Quot`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumType=Card\|POS=NUM`, `POS=VERB\|VerbForm=Ger`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADV`, `POS=AUX\|VerbForm=Inf`, `Number=Plur\|POS=DET\|PronType=Ind`, `Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `AdvType=Tim\|POS=NOUN`, `AdpType=Prep\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `NumType=Card\|Number=Plur\|POS=NUM`, `AdpType=Preppron\|POS=ADV`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumForm=Digit\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Dem`, `AdpType=Preppron\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=AUX\|VerbForm=Ger`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `AdvType=Tim\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Case=Acc,Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc,Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PUNCT\|PunctType=Colo`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PUNCT\|PunctType=Semi`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=INTJ`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AdpType=Prep\|POS=ADJ`, `Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PUNCT\|PunctType=Dash`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|POS=NOUN`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=NOUN\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `POS=DET\|PronType=Ind`, `POS=DET\|PronType=Int,Rel`, `AdvType=Tim\|POS=ADV`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Abs\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=SCONJ\|PronType=Int,Rel`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc,Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=SYM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc,Nom\|Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Com\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=NOUN\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Int,Rel`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Sing\|POS=VERB\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Degree=Abs\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc,Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `AdpType=Prep\|Degree=Cmp\|POS=ADV`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Fin`, `Case=Acc,Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|PunctType=Quot\|VerbForm=Inf`, `Case=Com\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `AdvType=Tim\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Com\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `POS=X`, `Case=Com\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `POS=ADP`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=AUX\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Case=Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=NOUN\|PunctType=Comm`, `Degree=Cmp\|POS=ADJ`, `Gender=Masc\|POS=ADJ`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Int,Rel` |
+| **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:pass`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_ACC` | 100.00 |
+| `TAG_ACC` | 98.17 |
+| `POS_ACC` | 99.11 |
+| `MORPH_ACC` | 98.78 |
+| `LEMMA_ACC` | 98.88 |
+| `DEP_UAS` | 94.63 |
+| `DEP_LAS` | 92.87 |
+| `SENTS_P` | 95.67 |
+| `SENTS_R` | 97.52 |
+| `SENTS_F` | 96.59 |

accuracy.json

@@ -0,0 +1,277 @@
+{
+  "token_acc": 0.9999712591,
+  "tag_acc": 0.9816927058,
+  "pos_acc": 0.991143487,
+  "morph_acc": 0.9877778736,
+  "lemma_acc": 0.9887681368,
+  "dep_uas": 0.946292786,
+  "dep_las": 0.9287114907,
+  "sents_p": 0.9567022539,
+  "sents_r": 0.9752116082,
+  "sents_f": 0.9658682635,
+  "speed": 4157.5569923893,
+  "morph_per_feat": {
+    "Definite": {
+      "p": 0.9984810127,
+      "r": 0.9989868288,
+      "f": 0.9987338567
+    },
+    "Gender": {
+      "p": 0.9966257329,
+      "r": 0.9921255507,
+      "f": 0.9943705503
+    },
+    "Number": {
+      "p": 0.9985895628,
+      "r": 0.9950208802,
+      "f": 0.9968020274
+    },
+    "PronType": {
+      "p": 0.9979703023,
+      "r": 0.9955242967,
+      "f": 0.9967457989
+    },
+    "PunctType": {
+      "p": 1.0,
+      "r": 0.9972899729,
+      "f": 0.9986431479
+    },
+    "AdpType": {
+      "p": 0.9998830409,
+      "r": 0.9965030889,
+      "f": 0.9981902037
+    },
+    "VerbForm": {
+      "p": 0.9946858393,
+      "r": 0.9945303954,
+      "f": 0.9946081113
+    },
+    "Mood": {
+      "p": 0.9930278884,
+      "r": 0.9915464943,
+      "f": 0.9922866385
+    },
+    "Person": {
+      "p": 0.99581517,
+      "r": 0.9939088061,
+      "f": 0.9948610748
+    },
+    "Tense": {
+      "p": 0.9922639363,
+      "r": 0.9940733987,
+      "f": 0.9931678433
+    },
+    "NumForm": {
+      "p": 0.9819078947,
+      "r": 0.9675850891,
+      "f": 0.9746938776
+    },
+    "NumType": {
+      "p": 0.9803921569,
+      "r": 0.9671993272,
+      "f": 0.9737510584
+    },
+    "Poss": {
+      "p": 1.0,
+      "r": 0.9981718464,
+      "f": 0.9990850869
+    },
+    "PunctSide": {
+      "p": 0.993987976,
+      "r": 0.992,
+      "f": 0.992992993
+    },
+    "Case": {
+      "p": 0.99831508,
+      "r": 0.9941275168,
+      "f": 0.9962168979
+    },
+    "PrepCase": {
+      "p": 0.9989615784,
+      "r": 0.9938016529,
+      "f": 0.9963749353
+    },
+    "Reflex": {
+      "p": 0.9936,
+      "r": 0.9967897271,
+      "f": 0.9951923077
+    },
+    "Degree": {
+      "p": 0.9963898917,
+      "r": 0.9822064057,
+      "f": 0.9892473118
+    },
+    "Polarity": {
+      "p": 1.0,
+      "r": 0.9902597403,
+      "f": 0.9951060359
+    },
+    "AdvType": {
+      "p": 0.9453551913,
+      "r": 0.920212766,
+      "f": 0.9326145553
+    },
+    "Number[psor]": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    }
+  },
+  "dep_las_per_type": {
+    "det": {
+      "p": 0.9845236405,
+      "r": 0.9877492877,
+      "f": 0.9861338264
+    },
+    "nsubj": {
+      "p": 0.9614537445,
+      "r": 0.9579370885,
+      "f": 0.9596921949
+    },
+    "case": {
+      "p": 0.9737343495,
+      "r": 0.9734693878,
+      "f": 0.9736018506
+    },
+    "amod": {
+      "p": 0.9549581006,
+      "r": 0.9522980501,
+      "f": 0.9536262204
+    },
+    "nmod": {
+      "p": 0.8977091103,
+      "r": 0.8922425205,
+      "f": 0.8949674678
+    },
+    "mark": {
+      "p": 0.9415236052,
+      "r": 0.9527687296,
+      "f": 0.9471127901
+    },
+    "acl": {
+      "p": 0.875,
+      "r": 0.8533333333,
+      "f": 0.8640308582
+    },
+    "advcl": {
+      "p": 0.7246722288,
+      "r": 0.7496917386,
+      "f": 0.736969697
+    },
+    "nummod": {
+      "p": 0.9233576642,
+      "r": 0.8924162257,
+      "f": 0.9076233184
+    },
+    "obj": {
+      "p": 0.9277522936,
+      "r": 0.940151075,
+      "f": 0.9339105339
+    },
+    "obl": {
+      "p": 0.8233777396,
+      "r": 0.8265746333,
+      "f": 0.8249730893
+    },
+    "advmod": {
+      "p": 0.8799332963,
+      "r": 0.881403118,
+      "f": 0.8806675939
+    },
+    "fixed": {
+      "p": 0.896373057,
+      "r": 0.8804071247,
+      "f": 0.8883183569
+    },
+    "cc": {
+      "p": 0.9556010929,
+      "r": 0.9588759424,
+      "f": 0.9572357167
+    },
+    "conj": {
+      "p": 0.8415969092,
+      "r": 0.8340778558,
+      "f": 0.8378205128
+    },
+    "root": {
+      "p": 0.9418742586,
+      "r": 0.9600967352,
+      "f": 0.9508982036
+    },
+    "flat": {
+      "p": 0.9523809524,
+      "r": 0.960960961,
+      "f": 0.956651719
+    },
+    "xcomp": {
+      "p": 0.880195599,
+      "r": 0.8845208845,
+      "f": 0.8823529412
+    },
+    "compound": {
+      "p": 0.9124423963,
+      "r": 0.792,
+      "f": 0.8479657388
+    },
+    "cop": {
+      "p": 0.9244060475,
+      "r": 0.9184549356,
+      "f": 0.9214208827
+    },
+    "ccomp": {
+      "p": 0.8919413919,
+      "r": 0.9119850187,
+      "f": 0.9018518519
+    },
+    "iobj": {
+      "p": 0.8758169935,
+      "r": 0.7444444444,
+      "f": 0.8048048048
+    },
+    "aux": {
+      "p": 0.9686162625,
+      "r": 0.9658605974,
+      "f": 0.9672364672
+    },
+    "appos": {
+      "p": 0.8100929615,
+      "r": 0.8507670851,
+      "f": 0.8299319728
+    },
+    "csubj": {
+      "p": 0.8556701031,
+      "r": 0.8736842105,
+      "f": 0.8645833333
+    },
+    "expl:pass": {
+      "p": 0.7878787879,
+      "r": 0.5777777778,
+      "f": 0.6666666667
+    },
+    "parataxis": {
+      "p": 0.7192982456,
+      "r": 0.4823529412,
+      "f": 0.5774647887
+    },
+    "orphan": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "dep": {
+      "p": 0.0277777778,
+      "r": 0.1111111111,
+      "f": 0.0444444444
+    },
+    "nsubj:pass": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "aux:pass": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    }
+  }
+}

config.cfg

@@ -0,0 +1,192 @@
+[paths]
+train = "corpus/es-dep-news/train.spacy"
+dev = "corpus/es-dep-news/dev.spacy"
+vectors = null
+raw = null
+init_tok2vec = null
+vocab_data = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 1
+
+[nlp]
+lang = "es"
+pipeline = ["transformer","morphologizer","parser","attribute_ruler","lemmatizer"]
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+batch_size = 64
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+
+[components]
+
+[components.attribute_ruler]
+factory = "attribute_ruler"
+validate = false
+
+[components.lemmatizer]
+factory = "lemmatizer"
+mode = "rule"
+model = null
+overwrite = false
+
+[components.morphologizer]
+factory = "morphologizer"
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 30
+moves = null
+update_with_oracle_cut_size = 100
+
+[components.parser.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v1"
+name = "dccuchile/bert-base-spanish-wwm-cased"
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+limit = 0
+max_length = 0
+path = ${paths:dev}
+gold_preproc = false
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths:train}
+max_length = 500
+gold_preproc = false
+limit = 0
+
+[corpora.train.augmenter]
+@augmenters = "spacy.lower_case.v1"
+level = 0.1
+
+[training]
+train_corpus = "corpora.train"
+dev_corpus = "corpora.dev"
+seed = ${system:seed}
+gpu_allocator = ${system:gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 3
+patience = 5000
+max_epochs = 0
+max_steps = 13000
+eval_frequency = 1000
+frozen_components = []
+before_to_disk = null
+annotating_components = []
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+get_length = null
+size = 2000
+buffer = 256
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = true
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+pos_acc = 0.12
+morph_acc = 0.12
+morph_per_feat = null
+dep_uas = 0.0
+dep_las = 0.23
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.03
+lemma_acc = 0.5
+
+[pretraining]
+
+[initialize]
+vocab_data = ${paths.vocab_data}
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.components.morphologizer]
+
+[initialize.components.morphologizer.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/morphologizer.json"
+require = false
+
+[initialize.components.parser]
+
+[initialize.components.parser.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/parser.json"
+require = false
+
+[initialize.lookups]
+@misc = "spacy.LookupsDataLoader.v1"
+lang = ${nlp.lang}
+tables = []
+
+[initialize.tokenizer]

es_dep_news_trf-any-py3-none-any.whl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:584fae5e6fef0cf7e05c3a6e6b5ccaf3db5a0654dde388dd6d9d2b8dcd221afd
+size 410036280

lemmatizer/lookups/lookups.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:be833a634de5b55fa529aceee97fcc09a193e2017b5e4b34bafe103ad97600aa
+size 165037

meta.json

@@ -0,0 +1,758 @@
+{
+  "lang":"es",
+  "name":"dep_news_trf",
+  "version":"3.1.0",
+  "description":"Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.",
+  "author":"Explosion",
+  "email":"[email protected]",
+  "url":"https://explosion.ai",
+  "license":"GNU GPL 3.0",
+  "spacy_version":">=3.1.0,<3.2.0",
+  "spacy_git_version":"ed1ba1343",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "morphologizer":[
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "AdpType=Preppron|POS=ADP",
+      "Gender=Masc|Number=Sing|POS=ADJ",
+      "AdpType=Prep|POS=ADP",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "POS=PROPN",
+      "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "POS=VERB|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Gender=Fem|Number=Plur|POS=NOUN",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "POS=PRON|PronType=Int,Rel",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "POS=SCONJ",
+      "POS=NOUN",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Number=Plur|POS=NOUN",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Gender=Masc|Number=Plur|POS=NOUN",
+      "POS=PUNCT|PunctType=Peri",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "POS=PUNCT|PunctType=Comm",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Number=Plur|POS=ADJ",
+      "POS=CCONJ",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
+      "POS=ADV",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Tot",
+      "POS=PRON|PronType=Ind",
+      "POS=ADV|Polarity=Neg",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Number=Plur|POS=PRON|PronType=Int,Rel",
+      "POS=PUNCT|PunctType=Quot",
+      "POS=PUNCT",
+      "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part",
+      "POS=PUNCT|PunctSide=Ini|PunctType=Brck",
+      "POS=PUNCT|PunctSide=Fin|PunctType=Brck",
+      "NumForm=Digit|NumType=Card|POS=NUM",
+      "NumType=Card|POS=NUM",
+      "POS=VERB|VerbForm=Ger",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
+      "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Number=Sing|POS=NOUN",
+      "Gender=Masc|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Degree=Cmp|POS=ADV",
+      "POS=AUX|VerbForm=Inf",
+      "Number=Plur|POS=DET|PronType=Ind",
+      "Number=Plur|POS=DET|PronType=Dem",
+      "Degree=Cmp|Number=Sing|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "AdvType=Tim|POS=NOUN",
+      "AdpType=Prep|POS=ADV",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "NumType=Card|Number=Plur|POS=NUM",
+      "AdpType=Preppron|POS=ADV",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "NumForm=Digit|POS=NOUN",
+      "Number=Sing|POS=PRON|PronType=Dem",
+      "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ",
+      "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=ADJ",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Tot",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ",
+      "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "Number=Sing|POS=DET|PronType=Tot",
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+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Degree=Cmp|Number=Plur|POS=ADJ",
+      "POS=AUX|VerbForm=Ger",
+      "Gender=Fem|POS=NOUN",
+      "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "AdvType=Tim|POS=ADJ",
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+      "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
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+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel",
+      "Number=Sing|POS=PRON|PronType=Int,Rel",
+      "POS=ADJ",
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+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Tot",
+      "Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
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+      "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
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+      "Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
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+      "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
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+      "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
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+      "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "AdpType=Prep|POS=ADJ",
+      "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
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+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
+      "Gender=Masc|POS=NOUN",
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+      "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
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+      "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "POS=NOUN|VerbForm=Inf",
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+      "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem",
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+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
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+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ",
+      "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
+      "POS=DET|PronType=Ind",
+      "POS=DET|PronType=Int,Rel",
+      "AdvType=Tim|POS=ADV",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
+      "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
+      "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
+      "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
+      "Case=Acc,Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
+      "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "POS=SCONJ|PronType=Int,Rel",
+      "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "NumType=Card|Number=Sing|POS=DET|PronType=Ind",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
+      "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Number=Sing|POS=DET|PronType=Dem",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "POS=SYM",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
+      "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel",
+      "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
+      "NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem",
+      "Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Gender=Fem|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
+      "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
+      "NumType=Card|Number=Sing|POS=NUM",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=NOUN|VerbForm=Fin",
+      "Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Tot",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Int,Rel",
+      "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Number=Sing|POS=VERB|VerbForm=Fin",
+      "POS=VERB|VerbForm=Fin",
+      "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ",
+      "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+      "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "AdpType=Prep|Degree=Cmp|POS=ADV",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
+      "Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art",
+      "Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin",
+      "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
+      "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
+      "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
+      "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf",
+      "Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
+      "NumForm=Digit|NumType=Frac|POS=SYM",
+      "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
+      "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
+      "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=PRON|PronType=Tot",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "NumType=Card|Number=Plur|POS=DET|PronType=Ind",
+      "POS=PRON|PronType=Dem",
+      "POS=AUX|VerbForm=Fin",
+      "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
+      "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN",
+      "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
+      "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
+      "POS=X",
+      "Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "POS=ADP",
+      "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
+      "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+      "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "POS=NOUN|PunctType=Comm",
+      "Degree=Cmp|POS=ADJ",
+      "Gender=Masc|POS=ADJ",
+      "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
+      "POS=PRON|PronType=Neg",
+      "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
+      "Number=Sing|POS=DET|PronType=Int,Rel"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "case",
+      "cc",
+      "ccomp",
+      "compound",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "expl:pass",
+      "fixed",
+      "flat",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nummod",
+      "obj",
+      "obl",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ],
+    "attribute_ruler":[
+
+    ],
+    "lemmatizer":[
+
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "morphologizer",
+    "parser",
+    "attribute_ruler",
+    "lemmatizer"
+  ],
+  "components":[
+    "transformer",
+    "morphologizer",
+    "parser",
+    "attribute_ruler",
+    "lemmatizer"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "token_acc":0.9999712591,
+    "tag_acc":0.9816927058,
+    "pos_acc":0.991143487,
+    "morph_acc":0.9877778736,
+    "lemma_acc":0.9887681368,
+    "dep_uas":0.946292786,
+    "dep_las":0.9287114907,
+    "sents_p":0.9567022539,
+    "sents_r":0.9752116082,
+    "sents_f":0.9658682635,
+    "speed":4157.5569923893,
+    "morph_per_feat":{
+      "Definite":{
+        "p":0.9984810127,
+        "r":0.9989868288,
+        "f":0.9987338567
+      },
+      "Gender":{
+        "p":0.9966257329,
+        "r":0.9921255507,
+        "f":0.9943705503
+      },
+      "Number":{
+        "p":0.9985895628,
+        "r":0.9950208802,
+        "f":0.9968020274
+      },
+      "PronType":{
+        "p":0.9979703023,
+        "r":0.9955242967,
+        "f":0.9967457989
+      },
+      "PunctType":{
+        "p":1.0,
+        "r":0.9972899729,
+        "f":0.9986431479
+      },
+      "AdpType":{
+        "p":0.9998830409,
+        "r":0.9965030889,
+        "f":0.9981902037
+      },
+      "VerbForm":{
+        "p":0.9946858393,
+        "r":0.9945303954,
+        "f":0.9946081113
+      },
+      "Mood":{
+        "p":0.9930278884,
+        "r":0.9915464943,
+        "f":0.9922866385
+      },
+      "Person":{
+        "p":0.99581517,
+        "r":0.9939088061,
+        "f":0.9948610748
+      },
+      "Tense":{
+        "p":0.9922639363,
+        "r":0.9940733987,
+        "f":0.9931678433
+      },
+      "NumForm":{
+        "p":0.9819078947,
+        "r":0.9675850891,
+        "f":0.9746938776
+      },
+      "NumType":{
+        "p":0.9803921569,
+        "r":0.9671993272,
+        "f":0.9737510584
+      },
+      "Poss":{
+        "p":1.0,
+        "r":0.9981718464,
+        "f":0.9990850869
+      },
+      "PunctSide":{
+        "p":0.993987976,
+        "r":0.992,
+        "f":0.992992993
+      },
+      "Case":{
+        "p":0.99831508,
+        "r":0.9941275168,
+        "f":0.9962168979
+      },
+      "PrepCase":{
+        "p":0.9989615784,
+        "r":0.9938016529,
+        "f":0.9963749353
+      },
+      "Reflex":{
+        "p":0.9936,
+        "r":0.9967897271,
+        "f":0.9951923077
+      },
+      "Degree":{
+        "p":0.9963898917,
+        "r":0.9822064057,
+        "f":0.9892473118
+      },
+      "Polarity":{
+        "p":1.0,
+        "r":0.9902597403,
+        "f":0.9951060359
+      },
+      "AdvType":{
+        "p":0.9453551913,
+        "r":0.920212766,
+        "f":0.9326145553
+      },
+      "Number[psor]":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      }
+    },
+    "dep_las_per_type":{
+      "det":{
+        "p":0.9845236405,
+        "r":0.9877492877,
+        "f":0.9861338264
+      },
+      "nsubj":{
+        "p":0.9614537445,
+        "r":0.9579370885,
+        "f":0.9596921949
+      },
+      "case":{
+        "p":0.9737343495,
+        "r":0.9734693878,
+        "f":0.9736018506
+      },
+      "amod":{
+        "p":0.9549581006,
+        "r":0.9522980501,
+        "f":0.9536262204
+      },
+      "nmod":{
+        "p":0.8977091103,
+        "r":0.8922425205,
+        "f":0.8949674678
+      },
+      "mark":{
+        "p":0.9415236052,
+        "r":0.9527687296,
+        "f":0.9471127901
+      },
+      "acl":{
+        "p":0.875,
+        "r":0.8533333333,
+        "f":0.8640308582
+      },
+      "advcl":{
+        "p":0.7246722288,
+        "r":0.7496917386,
+        "f":0.736969697
+      },
+      "nummod":{
+        "p":0.9233576642,
+        "r":0.8924162257,
+        "f":0.9076233184
+      },
+      "obj":{
+        "p":0.9277522936,
+        "r":0.940151075,
+        "f":0.9339105339
+      },
+      "obl":{
+        "p":0.8233777396,
+        "r":0.8265746333,
+        "f":0.8249730893
+      },
+      "advmod":{
+        "p":0.8799332963,
+        "r":0.881403118,
+        "f":0.8806675939
+      },
+      "fixed":{
+        "p":0.896373057,
+        "r":0.8804071247,
+        "f":0.8883183569
+      },
+      "cc":{
+        "p":0.9556010929,
+        "r":0.9588759424,
+        "f":0.9572357167
+      },
+      "conj":{
+        "p":0.8415969092,
+        "r":0.8340778558,
+        "f":0.8378205128
+      },
+      "root":{
+        "p":0.9418742586,
+        "r":0.9600967352,
+        "f":0.9508982036
+      },
+      "flat":{
+        "p":0.9523809524,
+        "r":0.960960961,
+        "f":0.956651719
+      },
+      "xcomp":{
+        "p":0.880195599,
+        "r":0.8845208845,
+        "f":0.8823529412
+      },
+      "compound":{
+        "p":0.9124423963,
+        "r":0.792,
+        "f":0.8479657388
+      },
+      "cop":{
+        "p":0.9244060475,
+        "r":0.9184549356,
+        "f":0.9214208827
+      },
+      "ccomp":{
+        "p":0.8919413919,
+        "r":0.9119850187,
+        "f":0.9018518519
+      },
+      "iobj":{
+        "p":0.8758169935,
+        "r":0.7444444444,
+        "f":0.8048048048
+      },
+      "aux":{
+        "p":0.9686162625,
+        "r":0.9658605974,
+        "f":0.9672364672
+      },
+      "appos":{
+        "p":0.8100929615,
+        "r":0.8507670851,
+        "f":0.8299319728
+      },
+      "csubj":{
+        "p":0.8556701031,
+        "r":0.8736842105,
+        "f":0.8645833333
+      },
+      "expl:pass":{
+        "p":0.7878787879,
+        "r":0.5777777778,
+        "f":0.6666666667
+      },
+      "parataxis":{
+        "p":0.7192982456,
+        "r":0.4823529412,
+        "f":0.5774647887
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "dep":{
+        "p":0.0277777778,
+        "r":0.1111111111,
+        "f":0.0444444444
+      },
+      "nsubj:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "aux:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    }
+  },
+  "sources":[
+    {
+      "name":"UD Spanish AnCora v2.5",
+      "url":"https://github.com/UniversalDependencies/UD_Spanish-AnCora",
+      "license":"GNU GPL 3.0",
+      "author":"Mart\u00ednez Alonso, H\u00e9ctor; Zeman, Daniel"
+    },
+    {
+      "name":"spaCy lookups data",
+      "author":"Explosion",
+      "url":"https://github.com/explosion/spacy-lookups-data",
+      "license":"MIT"
+    },
+    {
+      "name":"dccuchile/bert-base-spanish-wwm-cased",
+      "author":"Ca\u00f1ete, Jos\u00e9 and Chaperon, Gabriel and Fuentes, Rodrigo and Ho, Jou-Hui and Kang, Hojin and P\u00e9rez, Jorge",
+      "url":"https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased",
+      "license":""
+    }
+  ],
+  "requirements":[
+    "spacy-transformers>=1.0.3,<1.1.0"
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,764 @@
+{
+  "labels_morph":{
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
+    "AdpType=Preppron|POS=ADP":"AdpType=Preppron",
+    "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
+    "AdpType=Prep|POS=ADP":"AdpType=Prep",
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "POS=PROPN":"",
+    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
+    "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "POS=PRON|PronType=Int,Rel":"PronType=Int,Rel",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "POS=SCONJ":"",
+    "POS=NOUN":"",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
+    "POS=PUNCT|PunctType=Peri":"PunctType=Peri",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "POS=PUNCT|PunctType=Comm":"PunctType=Comm",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Number=Plur|POS=ADJ":"Number=Plur",
+    "POS=CCONJ":"",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "POS=ADV":"",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|NumType=Card|Number=Plur|PronType=Dem",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Number=Sing|POS=ADJ":"Number=Sing",
+    "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Plur|VerbForm=Part",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Tot":"Gender=Masc|Number=Plur|PronType=Tot",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "POS=ADV|Polarity=Neg":"Polarity=Neg",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Number=Plur|POS=PRON|PronType=Int,Rel":"Number=Plur|PronType=Int,Rel",
+    "POS=PUNCT|PunctType=Quot":"PunctType=Quot",
+    "POS=PUNCT":"",
+    "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Sing|VerbForm=Part",
+    "POS=PUNCT|PunctSide=Ini|PunctType=Brck":"PunctSide=Ini|PunctType=Brck",
+    "POS=PUNCT|PunctSide=Fin|PunctType=Brck":"PunctSide=Fin|PunctType=Brck",
+    "NumForm=Digit|NumType=Card|POS=NUM":"NumForm=Digit|NumType=Card",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur",
+    "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Sing|VerbForm=Part",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Degree=Cmp|POS=ADV":"Degree=Cmp",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+    "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Sup|Gender=Masc|Number=Plur",
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "AdvType=Tim|POS=NOUN":"AdvType=Tim",
+    "AdpType=Prep|POS=ADV":"AdpType=Prep",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
+    "AdpType=Preppron|POS=ADV":"AdpType=Preppron",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "NumForm=Digit|POS=NOUN":"NumForm=Digit",
+    "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem",
+    "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ":"AdpType=Preppron|Gender=Masc|Number=Sing",
+    "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Tot":"Gender=Masc|Number=Plur|PronType=Tot",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing",
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Number=Sing|POS=DET|PronType=Tot":"Number=Sing|PronType=Tot",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
+    "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
+    "Gender=Fem|POS=NOUN":"Gender=Fem",
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
+    "AdvType=Tim|POS=ADJ":"AdvType=Tim",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Plur|VerbForm=Part",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Int,Rel",
+    "Number=Sing|POS=PRON|PronType=Int,Rel":"Number=Sing|PronType=Int,Rel",
+    "POS=ADJ":"",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Tot":"Gender=Fem|Number=Plur|PronType=Tot",
+    "Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+    "Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "POS=PART":"",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|NumType=Card|Number=Plur|PronType=Ind",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
+    "NumForm=Digit|POS=SYM":"NumForm=Digit",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
+    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
+    "NumForm=Digit|NumType=Frac|POS=NUM":"NumForm=Digit|NumType=Frac",
+    "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Int,Rel",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs",
+    "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+    "POS=PUNCT|PunctType=Colo":"PunctType=Colo",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Neg":"Gender=Fem|Number=Sing|PronType=Neg",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=PRON|PronType=Neg":"Number=Sing|PronType=Neg",
+    "POS=PUNCT|PunctType=Semi":"PunctType=Semi",
+    "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Plur|Person=3|PronType=Prs",
+    "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "POS=INTJ":"",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|NumType=Card|Number=Sing|PronType=Dem",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Sup|Gender=Masc|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "AdpType=Prep|POS=ADJ":"AdpType=Prep",
+    "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "POS=PUNCT|PunctType=Dash":"PunctType=Dash",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg",
+    "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur",
+    "Gender=Masc|POS=NOUN":"Gender=Masc",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|NumType=Card|Number=Sing|PronType=Ind",
+    "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|NumType=Card|Number=Plur|PronType=Ind",
+    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "POS=NOUN|VerbForm=Inf":"VerbForm=Inf",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Masc|Number=Plur|Poss=Yes|PronType=Int,Rel",
+    "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|NumType=Card|Number=Sing|PronType=Dem",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Sing",
+    "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Plur|Person=1|PronType=Prs",
+    "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
+    "POS=DET|PronType=Ind":"PronType=Ind",
+    "POS=DET|PronType=Int,Rel":"PronType=Int,Rel",
+    "AdvType=Tim|POS=ADV":"AdvType=Tim",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
+    "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest",
+    "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest",
+    "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|NumType=Card|Number=Sing|PronType=Ind",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Sing",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+    "POS=PUNCT|PunctSide=Ini|PunctType=Excl":"PunctSide=Ini|PunctType=Excl",
+    "POS=PUNCT|PunctSide=Fin|PunctType=Excl":"PunctSide=Fin|PunctType=Excl",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
+    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
+    "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|NumType=Card|Number=Plur|PronType=Ind",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|NumType=Card|Number=Sing|PronType=Ind",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|PronType=Ind",
+    "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
+    "Case=Acc,Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
+    "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|PronType=Art",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "POS=SCONJ|PronType=Int,Rel":"PronType=Int,Rel",
+    "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "NumType=Card|Number=Sing|POS=DET|PronType=Ind":"NumType=Card|Number=Sing|PronType=Ind",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs",
+    "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "POS=SYM":"",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg":"Gender=Fem|Number=Sing|PronType=Neg",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Sup|Gender=Fem|Number=Sing",
+    "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind",
+    "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Sing|Person=2|Polite=Form|PronType=Prs",
+    "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Sing|PronType=Int,Rel",
+    "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|NumType=Card|Number=Plur|PronType=Ind",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
+    "NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"NumType=Card|Number=Plur|PronType=Ind",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|NumType=Card|Number=Sing|PronType=Dem",
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Degree=Abs|Gender=Masc|Number=Sing|PronType=Ind",
+    "Gender=Fem|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Fem|Number=Plur|Poss=Yes|PronType=Int,Rel",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+    "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Plur|Person=2|Polite=Form|PronType=Prs",
+    "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Ind",
+    "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Com|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+    "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Number=Sing|POS=NOUN|VerbForm=Fin":"Number=Sing|VerbForm=Fin",
+    "Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel":"Gender=Fem|NumType=Card|Number=Sing|PronType=Int,Rel",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Tot":"Gender=Fem|Number=Plur|PronType=Tot",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Plur|PronType=Int,Rel",
+    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "Number=Sing|POS=VERB|VerbForm=Fin":"Number=Sing|VerbForm=Fin",
+    "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
+    "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Plur",
+    "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Plur",
+    "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+    "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "AdpType=Prep|Degree=Cmp|POS=ADV":"AdpType=Prep|Degree=Cmp",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|NumType=Card|Number=Plur|PronType=Dem",
+    "Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|PronType=Art",
+    "Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Sup|Gender=Fem|Number=Plur",
+    "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Gender=Masc|Number=Plur|Person=2|PrepCase=Npr|PronType=Prs",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin":"Gender=Masc|Number=Sing|VerbForm=Fin",
+    "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Sing|PronType=Int,Rel",
+    "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Plur|PronType=Int,Rel",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind",
+    "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=2|PrepCase=Npr|PronType=Prs",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|NumType=Card|Number=Plur|PronType=Dem",
+    "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf",
+    "Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Com|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
+    "NumForm=Digit|NumType=Frac|POS=SYM":"NumForm=Digit|NumType=Frac",
+    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|NumType=Card|Number=Sing|PronType=Ind",
+    "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Gender=Masc|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs",
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=PRON|PronType=Tot":"Number=Sing|PronType=Tot",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "NumType=Card|Number=Plur|POS=DET|PronType=Ind":"NumType=Card|Number=Plur|PronType=Ind",
+    "POS=PRON|PronType=Dem":"PronType=Dem",
+    "POS=AUX|VerbForm=Fin":"VerbForm=Fin",
+    "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel":"Gender=Fem|NumType=Card|Number=Plur|PronType=Int,Rel",
+    "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN":"AdvType=Tim|Gender=Masc|Number=Sing",
+    "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|NumType=Card|Number=Sing|PronType=Dem",
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind",
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Ind",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Gender=Masc|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part":"Gender=Masc|Number=Sing|VerbForm=Part",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Ind",
+    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
+    "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Com|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
+    "POS=X":"",
+    "Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Com|Person=3|PronType=Prs|Reflex=Yes",
+    "POS=ADP":"",
+    "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+    "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=2|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Plur|Person=2|Poss=Yes|PronType=Ind",
+    "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin":"Case=Dat|Mood=Imp|Number=Sing|Person=3|PronType=Prs|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
+    "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "POS=NOUN|PunctType=Comm":"PunctType=Comm",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "Gender=Masc|POS=ADJ":"Gender=Masc",
+    "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|PronType=Ind",
+    "POS=PRON|PronType=Neg":"PronType=Neg",
+    "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Ind",
+    "Number=Sing|POS=DET|PronType=Int,Rel":"Number=Sing|PronType=Int,Rel"
+  },
+  "labels_pos":{
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|POS=NOUN":92,
+    "AdpType=Preppron|POS=ADP":85,
+    "Gender=Masc|Number=Sing|POS=ADJ":84,
+    "AdpType=Prep|POS=ADP":85,
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "POS=PROPN":96,
+    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "POS=VERB|VerbForm=Inf":100,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
+    "Gender=Fem|Number=Sing|POS=NOUN":92,
+    "Gender=Fem|Number=Plur|POS=NOUN":92,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":90,
+    "POS=PRON|PronType=Int,Rel":95,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "POS=SCONJ":98,
+    "POS=NOUN":92,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
+    "Number=Plur|POS=NOUN":92,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":90,
+    "Gender=Masc|Number=Plur|POS=NOUN":92,
+    "POS=PUNCT|PunctType=Peri":97,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "POS=PUNCT|PunctType=Comm":97,
+    "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Number=Plur|POS=ADJ":84,
+    "POS=CCONJ":89,
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":95,
+    "POS=ADV":86,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
+    "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem":90,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":84,
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Tot":95,
+    "POS=PRON|PronType=Ind":95,
+    "POS=ADV|Polarity=Neg":86,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":95,
+    "Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "Number=Plur|POS=PRON|PronType=Int,Rel":95,
+    "POS=PUNCT|PunctType=Quot":97,
+    "POS=PUNCT":97,
+    "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":84,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Brck":97,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Brck":97,
+    "NumForm=Digit|NumType=Card|POS=NUM":93,
+    "NumType=Card|POS=NUM":93,
+    "POS=VERB|VerbForm=Ger":100,
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":84,
+    "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Number=Sing|POS=NOUN":92,
+    "Gender=Masc|Number=Plur|POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
+    "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":84,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Degree=Cmp|POS=ADV":86,
+    "POS=AUX|VerbForm=Inf":87,
+    "Number=Plur|POS=DET|PronType=Ind":90,
+    "Number=Plur|POS=DET|PronType=Dem":90,
+    "Degree=Cmp|Number=Sing|POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
+    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":100,
+    "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":84,
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "AdvType=Tim|POS=NOUN":92,
+    "AdpType=Prep|POS=ADV":86,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
+    "NumType=Card|Number=Plur|POS=NUM":93,
+    "AdpType=Preppron|POS=ADV":86,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
+    "NumForm=Digit|POS=NOUN":92,
+    "Number=Sing|POS=PRON|PronType=Dem":95,
+    "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":95,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Tot":90,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":84,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":90,
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Number=Sing|POS=DET|PronType=Tot":90,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":95,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Degree=Cmp|Number=Plur|POS=ADJ":84,
+    "POS=AUX|VerbForm=Ger":87,
+    "Gender=Fem|POS=NOUN":92,
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "AdvType=Tim|POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":84,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":90,
+    "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel":95,
+    "Number=Sing|POS=PRON|PronType=Int,Rel":95,
+    "POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Tot":90,
+    "Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":95,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":90,
+    "Number=Plur|POS=PRON|PronType=Ind":95,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
+    "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=PART":94,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":90,
+    "Number=Sing|POS=DET|PronType=Ind":90,
+    "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":90,
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
+    "NumForm=Digit|POS=SYM":99,
+    "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":100,
+    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":95,
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":87,
+    "NumForm=Digit|NumType=Frac|POS=NUM":93,
+    "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel":95,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":95,
+    "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
+    "POS=PUNCT|PunctType=Colo":97,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Neg":90,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":95,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":95,
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":87,
+    "Number=Sing|POS=PRON|PronType=Neg":95,
+    "POS=PUNCT|PunctType=Semi":97,
+    "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Number=Sing|POS=PRON|PronType=Ind":95,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=INTJ":91,
+    "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
+    "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "AdpType=Prep|POS=ADJ":84,
+    "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
+    "POS=PUNCT|PunctType=Dash":97,
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Neg":90,
+    "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":93,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":95,
+    "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":93,
+    "Gender=Masc|POS=NOUN":92,
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":95,
+    "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind":90,
+    "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind":90,
+    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":100,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "POS=NOUN|VerbForm=Inf":92,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":93,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
+    "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel":95,
+    "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
+    "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem":90,
+    "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg":95,
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":100,
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":90,
+    "POS=DET|PronType=Ind":90,
+    "POS=DET|PronType=Int,Rel":90,
+    "AdvType=Tim|POS=ADV":86,
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Qest":97,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Qest":97,
+    "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind":90,
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":100,
+    "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Excl":97,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Excl":97,
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot":95,
+    "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
+    "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":95,
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+    "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":90,
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+    "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":93,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
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+    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
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+    "Number=Sing|POS=DET|PronType=Dem":90,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
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+    "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":84,
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+    "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
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+    "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem":90,
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
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+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":87,
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+    "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":87,
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+    "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ":84,
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+    "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":87,
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+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
+    "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":100,
+    "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":100,
+    "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "POS=NOUN|PunctType=Comm":92,
+    "Degree=Cmp|POS=ADJ":84,
+    "Gender=Masc|POS=ADJ":84,
+    "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":95,
+    "POS=PRON|PronType=Neg":95,
+    "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind":90,
+    "Number=Sing|POS=DET|PronType=Int,Rel":90
+  }
+}

parser/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":30,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

parser/moves

@@ -0,0 +1 @@
+��moves�]{"0":{"":238563},"1":{"":190131},"2":{"case":60449,"det":59407,"punct":22413,"nsubj":19801,"mark":15726,"cc":12202,"advmod":10398,"obj":7480,"amod":6564,"aux":6004,"obl":5059,"cop":4405,"nummod":3311,"advcl":1139,"ccomp":887,"iobj":736,"nmod":718,"expl:pass":399,"csubj":327,"parataxis":232,"xcomp":128,"nsubj||conj":117,"advmod||conj":82,"mark||conj":81,"dep":62,"obj||conj":56,"obl||conj":47,"obj||xcomp":37,"advcl||xcomp":33},"3":{"nmod":30550,"punct":30408,"obj":21372,"amod":17246,"obl":14466,"conj":13231,"flat":11635,"acl":8528,"fixed":6393,"appos":6071,"advcl":6063,"advmod":5058,"nsubj":4101,"ccomp":4055,"xcomp":3243,"compound":1969,"nummod":1212,"case":1013,"det":741,"iobj":696,"csubj":669,"parataxis":298,"dep":176,"mark":146,"aux":137,"cop":133,"flat||det":73,"advcl||xcomp":70,"conj||xcomp":56,"appos||det":39,"obj||xcomp":38},"4":{"ROOT":14302}}�cfg��neg_key�

tokenizer

@@ -0,0 +1,3 @@
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