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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+PURPOSE.  THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM
+IS WITH YOU.  SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF
+ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+  16. Limitation of Liability.
+
+  IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING
+WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS
+THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY
+GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE
+USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF
+DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS),
+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 +1,157 @@
+# UD Catalan AnCora v2.7
+
+* Author: Martínez Alonso, Héctor; Pascual, Elena; Zeman, Daniel
+* URL: https://github.com/UniversalDependencies/UD_Catalan-AnCora
+* License: GNU GPL 3.0
+
+```
+GNU GENERAL PUBLIC LICENSE 3.0
+http://www.gnu.org/licenses/gpl.html```
+
+
+
+
+# NER4conllu (Named Entites from Ancora Corpus) v1.0.1
+
+* Author: Carlos Rodríguez-Penagos and Carme Armentano-Oller
+* URL: http://doi.org/10.5281/zenodo.4761746
+* License: CC BY 4.0
+
+```
+By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution 4.0 International Public License ("Public License"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions.
+
+Section 1 – Definitions.
+
+Adapted Material means material subject to Copyright and Similar Rights that is derived from or based upon the Licensed Material and in which the Licensed Material is translated, altered, arranged, transformed, or otherwise modified in a manner requiring permission under the Copyright and Similar Rights held by the Licensor. For purposes of this Public License, where the Licensed Material is a musical work, performance, or sound recording, Adapted Material is always produced where the Licensed Material is synched in timed relation with a moving image.
+Adapter's License means the license You apply to Your Copyright and Similar Rights in Your contributions to Adapted Material in accordance with the terms and conditions of this Public License.
+Copyright and Similar Rights means copyright and/or similar rights closely related to copyright including, without limitation, performance, broadcast, sound recording, and Sui Generis Database Rights, without regard to how the rights are labeled or categorized. For purposes of this Public License, the rights specified in Section 2(b)(1)-(2) are not Copyright and Similar Rights.
+Effective Technological Measures means those measures that, in the absence of proper authority, may not be circumvented under laws fulfilling obligations under Article 11 of the WIPO Copyright Treaty adopted on December 20, 1996, and/or similar international agreements.
+Exceptions and Limitations means fair use, fair dealing, and/or any other exception or limitation to Copyright and Similar Rights that applies to Your use of the Licensed Material.
+Licensed Material means the artistic or literary work, database, or other material to which the Licensor applied this Public License.
+Licensed Rights means the rights granted to You subject to the terms and conditions of this Public License, which are limited to all Copyright and Similar Rights that apply to Your use of the Licensed Material and that the Licensor has authority to license.
+Licensor means the individual(s) or entity(ies) granting rights under this Public License.
+Share means to provide material to the public by any means or process that requires permission under the Licensed Rights, such as reproduction, public display, public performance, distribution, dissemination, communication, or importation, and to make material available to the public including in ways that members of the public may access the material from a place and at a time individually chosen by them.
+Sui Generis Database Rights means rights other than copyright resulting from Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases, as amended and/or succeeded, as well as other essentially equivalent rights anywhere in the world.
+You means the individual or entity exercising the Licensed Rights under this Public License. Your has a corresponding meaning.
+Section 2 – Scope.
+
+License grant.
+Subject to the terms and conditions of this Public License, the Licensor hereby grants You a worldwide, royalty-free, non-sublicensable, non-exclusive, irrevocable license to exercise the Licensed Rights in the Licensed Material to:
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+Exceptions and Limitations. For the avoidance of doubt, where Exceptions and Limitations apply to Your use, this Public License does not apply, and You do not need to comply with its terms and conditions.
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+Moral rights, such as the right of integrity, are not licensed under this Public License, nor are publicity, privacy, and/or other similar personality rights; however, to the extent possible, the Licensor waives and/or agrees not to assert any such rights held by the Licensor to the limited extent necessary to allow You to exercise the Licensed Rights, but not otherwise.
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+Section 3 – License Conditions.
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+You must comply with the conditions in Section 3(a) if You Share all or a substantial portion of the contents of the database.
+For the avoidance of doubt, this Section 4 supplements and does not replace Your obligations under this Public License where the Licensed Rights include other Copyright and Similar Rights.
+Section 5 – Disclaimer of Warranties and Limitation of Liability.
+
+Unless otherwise separately undertaken by the Licensor, to the extent possible, the Licensor offers the Licensed Material as-is and as-available, and makes no representations or warranties of any kind concerning the Licensed Material, whether express, implied, statutory, or other. This includes, without limitation, warranties of title, merchantability, fitness for a particular purpose, non-infringement, absence of latent or other defects, accuracy, or the presence or absence of errors, whether or not known or discoverable. Where disclaimers of warranties are not allowed in full or in part, this disclaimer may not apply to You.
+To the extent possible, in no event will the Licensor be liable to You on any legal theory (including, without limitation, negligence) or otherwise for any direct, special, indirect, incidental, consequential, punitive, exemplary, or other losses, costs, expenses, or damages arising out of this Public License or use of the Licensed Material, even if the Licensor has been advised of the possibility of such losses, costs, expenses, or damages. Where a limitation of liability is not allowed in full or in part, this limitation may not apply to You.
+The disclaimer of warranties and limitation of liability provided above shall be interpreted in a manner that, to the extent possible, most closely approximates an absolute disclaimer and waiver of all liability.
+Section 6 – Term and Termination.
+
+This Public License applies for the term of the Copyright and Similar Rights licensed here. However, if You fail to comply with this Public License, then Your rights under this Public License terminate automatically.
+Where Your right to use the Licensed Material has terminated under Section 6(a), it reinstates:
+
+automatically as of the date the violation is cured, provided it is cured within 30 days of Your discovery of the violation; or
+upon express reinstatement by the Licensor.
+For the avoidance of doubt, this Section 6(b) does not affect any right the Licensor may have to seek remedies for Your violations of this Public License.
+For the avoidance of doubt, the Licensor may also offer the Licensed Material under separate terms or conditions or stop distributing the Licensed Material at any time; however, doing so will not terminate this Public License.
+Sections 1, 5, 6, 7, and 8 survive termination of this Public License.
+Section 7 – Other Terms and Conditions.
+
+The Licensor shall not be bound by any additional or different terms or conditions communicated by You unless expressly agreed.
+Any arrangements, understandings, or agreements regarding the Licensed Material not stated herein are separate from and independent of the terms and conditions of this Public License.
+Section 8 – Interpretation.
+
+For the avoidance of doubt, this Public License does not, and shall not be interpreted to, reduce, limit, restrict, or impose conditions on any use of the Licensed Material that could lawfully be made without permission under this Public License.
+To the extent possible, if any provision of this Public License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions.
+No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor.
+Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority.```
+
+
+
+
+# Catalan Lemmatizer
+
+* Author: Text Mining Unit, Barcelona Supercomputing Center
+* URL: https://github.com/explosion/spacy-lookups-data
+* License: CC0
+
+```
+The laws of most jurisdictions throughout the world automatically confer exclusive Copyright and Related Rights (defined below) upon the creator and subsequent owner(s) (each and all, an "owner") of an original work of authorship and/or a database (each, a "Work").
+
+Certain owners wish to permanently relinquish those rights to a Work for the purpose of contributing to a commons of creative, cultural and scientific works ("Commons") that the public can reliably and without fear of later claims of infringement build upon, modify, incorporate in other works, reuse and redistribute as freely as possible in any form whatsoever and for any purposes, including without limitation commercial purposes. These owners may contribute to the Commons to promote the ideal of a free culture and the further production of creative, cultural and scientific works, or to gain reputation or greater distribution for their Work in part through the use and efforts of others.
+
+For these and/or other purposes and motivations, and without any expectation of additional consideration or compensation, the person associating CC0 with a Work (the "Affirmer"), to the extent that he or she is an owner of Copyright and Related Rights in the Work, voluntarily elects to apply CC0 to the Work and publicly distribute the Work under its terms, with knowledge of his or her Copyright and Related Rights in the Work and the meaning and intended legal effect of CC0 on those rights.
+
+1. Copyright and Related Rights. A Work made available under CC0 may be protected by copyright and related or neighboring rights ("Copyright and Related Rights"). Copyright and Related Rights include, but are not limited to, the following:
+
+the right to reproduce, adapt, distribute, perform, display, communicate, and translate a Work;
+moral rights retained by the original author(s) and/or performer(s);
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+database rights (such as those arising under Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases, and under any national implementation thereof, including any amended or successor version of such directive); and
+other similar, equivalent or corresponding rights throughout the world based on applicable law or treaty, and any national implementations thereof.
+2. Waiver. To the greatest extent permitted by, but not in contravention of, applicable law, Affirmer hereby overtly, fully, permanently, irrevocably and unconditionally waives, abandons, and surrenders all of Affirmer's Copyright and Related Rights and associated claims and causes of action, whether now known or unknown (including existing as well as future claims and causes of action), in the Work (i) in all territories worldwide, (ii) for the maximum duration provided by applicable law or treaty (including future time extensions), (iii) in any current or future medium and for any number of copies, and (iv) for any purpose whatsoever, including without limitation commercial, advertising or promotional purposes (the "Waiver"). Affirmer makes the Waiver for the benefit of each member of the public at large and to the detriment of Affirmer's heirs and successors, fully intending that such Waiver shall not be subject to revocation, rescission, cancellation, termination, or any other legal or equitable action to disrupt the quiet enjoyment of the Work by the public as contemplated by Affirmer's express Statement of Purpose.
+
+3. Public License Fallback. Should any part of the Waiver for any reason be judged legally invalid or ineffective under applicable law, then the Waiver shall be preserved to the maximum extent permitted taking into account Affirmer's express Statement of Purpose. In addition, to the extent the Waiver is so judged Affirmer hereby grants to each affected person a royalty-free, non transferable, non sublicensable, non exclusive, irrevocable and unconditional license to exercise Affirmer's Copyright and Related Rights in the Work (i) in all territories worldwide, (ii) for the maximum duration provided by applicable law or treaty (including future time extensions), (iii) in any current or future medium and for any number of copies, and (iv) for any purpose whatsoever, including without limitation commercial, advertising or promotional purposes (the "License"). The License shall be deemed effective as of the date CC0 was applied by Affirmer to the Work. Should any part of the License for any reason be judged legally invalid or ineffective under applicable law, such partial invalidity or ineffectiveness shall not invalidate the remainder of the License, and in such case Affirmer hereby affirms that he or she will not (i) exercise any of his or her remaining Copyright and Related Rights in the Work or (ii) assert any associated claims and causes of action with respect to the Work, in either case contrary to Affirmer's express Statement of Purpose.
+
+4. Limitations and Disclaimers.
+
+No trademark or patent rights held by Affirmer are waived, abandoned, surrendered, licensed or otherwise affected by this document.
+Affirmer offers the Work as-is and makes no representations or warranties of any kind concerning the Work, express, implied, statutory or otherwise, including without limitation warranties of title, merchantability, fitness for a particular purpose, non infringement, or the absence of latent or other defects, accuracy, or the present or absence of errors, whether or not discoverable, all to the greatest extent permissible under applicable law.
+Affirmer disclaims responsibility for clearing rights of other persons that may apply to the Work or any use thereof, including without limitation any person's Copyright and Related Rights in the Work. Further, Affirmer disclaims responsibility for obtaining any necessary consents, permissions or other rights required for any use of the Work.
+Affirmer understands and acknowledges that Creative Commons is not a party to this document and has no duty or obligation with respect to this CC0 or use of the Work.```
+
+
+
+
+# bsc/roberta-base-ca-cased
+
+* Author: Armengol-Estapé J., Carrino CP., Rodriguez-Penagos C., de Gibert Bonet O., Armentano-Oller C., Gonzalez-Agirre A., Melero M. and Villegas M.
+* URL: https://huggingface.co/bsc/roberta-base-ca-cased
+* License: 
+
+```
+```
+
+
+
+

README.md

@@ -0,0 +1,105 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- ca
+license: GNU-GPL-3.0
+model-index:
+- name: ca_core_news_trf
+  results:
+  - tasks:
+      name: NER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.9131561892
+      - name: Recall
+        type: recall
+        value: 0.9116790683
+      - name: F Score
+        type: f_score
+        value: 0.9124170309
+  - tasks:
+      name: POS
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9830108081
+  - tasks:
+      name: SENTER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.9929906542
+      - name: Recall
+        type: recall
+        value: 0.9947337624
+      - name: F Score
+        type: f_score
+        value: 0.993861444
+  - tasks:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9474709895
+  - tasks:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9474709895
+---
+### Details: https://spacy.io/models/ca#ca_core_news_trf
+
+Catalan transformer pipeline (bsc/roberta-base-ca-cased). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `ca_core_news_trf` |
+| **Version** | `3.1.0` |
+| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | [UD Catalan AnCora v2.7](https://github.com/UniversalDependencies/UD_Catalan-AnCora) (Martínez Alonso, Héctor; Pascual, Elena; Zeman, Daniel)<br />[NER4conllu (Named Entites from Ancora Corpus) v1.0.1](http://doi.org/10.5281/zenodo.4761746) (Carlos Rodríguez-Penagos and Carme Armentano-Oller)<br />[Catalan Lemmatizer](https://github.com/explosion/spacy-lookups-data) (Text Mining Unit, Barcelona Supercomputing Center)<br />[bsc/roberta-base-ca-cased](https://huggingface.co/bsc/roberta-base-ca-cased) (Armengol-Estapé J., Carrino CP., Rodriguez-Penagos C., de Gibert Bonet O., Armentano-Oller C., Gonzalez-Agirre A., Melero M. and Villegas M.) |
+| **License** | `GNU GPL 3.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (338 labels for 3 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=PROPN`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `AdpType=Prep\|POS=ADP`, `NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Number=Sing\|POS=ADJ`, `POS=CCONJ`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumForm=Digit\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Comm`, `POS=AUX\|Person=3\|VerbForm=Inf`, `AdpType=Preppron\|POS=ADP`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Peri`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `POS=SCONJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `POS=VERB\|VerbForm=Inf`, `POS=NOUN`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `POS=SYM`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=ADV\|Polarity=Neg`, `POS=ADV`, `Number=Sing\|POS=PRON\|PronType=Dem`, `Number=Sing\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `AdpType=Prep\|Degree=Cmp\|POS=ADV`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `NumType=Card\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADV`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=PUNCT`, `Number=Sing\|POS=DET\|PronType=Rel`, `POS=PRON\|Person=3`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `AdvType=Tim\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=VERB\|Person=3\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=PUNCT\|PunctType=Semi`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `AdpType=Prep\|POS=ADV`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `AdpType=Preppron\|Degree=Cmp\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=PUNCT\|PunctType=Dash`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `POS=PRON`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PUNCT\|PunctType=Colo`, `Gender=Masc\|NumType=Card\|POS=NUM`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Sing\|POS=PRON\|PronType=Int`, `POS=PUNCT\|PunctType=Quot`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Ger`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AdpType=Preppron\|POS=ADV`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|POS=NOUN`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=VERB\|Person=3\|VerbForm=Ger`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `POS=X`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=DET\|PronType=Dem`, `POS=DET`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=DET\|PronType=Art`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `POS=PRON\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=AUX\|Person=3\|VerbForm=Ger`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `NumForm=Digit\|NumType=Ord\|POS=ADJ`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `NumType=Card\|Number=Sing\|POS=NUM`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `Case=Acc,Nom\|Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Sub\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Comm`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Comm`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc,Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|NumType=Card\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `AdvType=Tim\|Degree=Cmp\|POS=ADV`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `POS=DET\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `POS=INTJ`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Ger`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|POS=SYM`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `AdpType=Prep\|POS=ADJ`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Sing\|POS=AUX\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Inf`, `Degree=Cmp\|POS=ADJ`, `AdvType=Tim\|POS=SYM`, `Number=Plur\|POS=DET\|PronType=Dem` |
+| **`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` |
+| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_ACC` | 99.98 |
+| `TAG_ACC` | 98.30 |
+| `POS_ACC` | 98.89 |
+| `MORPH_ACC` | 98.15 |
+| `LEMMA_ACC` | 87.63 |
+| `DEP_UAS` | 94.75 |
+| `DEP_LAS` | 93.04 |
+| `ENTS_P` | 91.32 |
+| `ENTS_R` | 91.17 |
+| `ENTS_F` | 91.24 |
+| `SENTS_P` | 99.30 |
+| `SENTS_R` | 99.47 |
+| `SENTS_F` | 99.39 |

accuracy.json

@@ -0,0 +1,297 @@
+{
+  "token_acc": 0.9998490968,
+  "tag_acc": 0.9830108081,
+  "pos_acc": 0.9888722125,
+  "morph_acc": 0.9815365761,
+  "lemma_acc": 0.8763294803,
+  "dep_uas": 0.9474709895,
+  "dep_las": 0.9304344403,
+  "ents_p": 0.9131561892,
+  "ents_r": 0.9116790683,
+  "ents_f": 0.9124170309,
+  "sents_p": 0.9929906542,
+  "sents_r": 0.9947337624,
+  "sents_f": 0.993861444,
+  "speed": 3503.4096320448,
+  "morph_per_feat": {
+    "AdpType": {
+      "p": 0.998396065,
+      "r": 0.9949914749,
+      "f": 0.9966908625
+    },
+    "Mood": {
+      "p": 0.9985225314,
+      "r": 0.9975399754,
+      "f": 0.9980310116
+    },
+    "Number": {
+      "p": 0.9983632142,
+      "r": 0.9962017624,
+      "f": 0.9972813171
+    },
+    "Person": {
+      "p": 0.998929909,
+      "r": 0.9971515044,
+      "f": 0.9980399145
+    },
+    "Tense": {
+      "p": 0.9937212223,
+      "r": 0.9953878407,
+      "f": 0.9945538333
+    },
+    "VerbForm": {
+      "p": 0.9970670577,
+      "r": 0.9961374534,
+      "f": 0.9966020388
+    },
+    "Gender": {
+      "p": 0.9961303143,
+      "r": 0.9919804197,
+      "f": 0.9940510359
+    },
+    "NumType": {
+      "p": 0.9753554502,
+      "r": 0.9698397738,
+      "f": 0.9725897921
+    },
+    "Definite": {
+      "p": 0.9952462445,
+      "r": 0.9960038059,
+      "f": 0.9956248811
+    },
+    "PronType": {
+      "p": 0.9956862745,
+      "r": 0.9954910802,
+      "f": 0.9955886678
+    },
+    "PunctType": {
+      "p": 0.9532900834,
+      "r": 0.9374772147,
+      "f": 0.945317526
+    },
+    "NumForm": {
+      "p": 0.9819694868,
+      "r": 0.9943820225,
+      "f": 0.988136776
+    },
+    "Polarity": {
+      "p": 1.0,
+      "r": 0.9902912621,
+      "f": 0.9951219512
+    },
+    "Case": {
+      "p": 1.0,
+      "r": 0.9989212513,
+      "f": 0.9994603346
+    },
+    "PrepCase": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    },
+    "Reflex": {
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config.cfg

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+[paths]
+train = "corpus/ca-core-news/train.spacy"
+dev = "corpus/ca-core-news/dev.spacy"
+vectors = null
+raw = null
+init_tok2vec = null
+vocab_data = null
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+[system]
+gpu_allocator = "pytorch"
+seed = 1
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+[nlp]
+lang = "ca"
+pipeline = ["transformer","morphologizer","parser","attribute_ruler","lemmatizer","ner"]
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+batch_size = 64
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+[components]
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+[components.attribute_ruler]
+factory = "attribute_ruler"
+validate = false
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+[components.lemmatizer]
+factory = "lemmatizer"
+mode = "rule"
+model = null
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+nO = null
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+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
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+[components.ner]
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+update_with_oracle_cut_size = 100
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+extra_state_tokens = false
+hidden_width = 64
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+use_upper = false
+nO = null
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+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+upstream = "transformer"
+pooling = {"@layers":"reduce_mean.v1"}
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+[components.parser.model.tok2vec]
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+[components.transformer]
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+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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+[components.transformer.model]
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+name = "bsc/roberta-base-ca-cased"
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+[components.transformer.model.get_spans]
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+window = 128
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+[corpora]
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+[pretraining]
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+[initialize]
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+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+before_init = null
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+[initialize.components]
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+[initialize.components.morphologizer.labels]
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+path = "corpus/labels/morphologizer.json"
+require = false
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+[initialize.components.ner]
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+path = "corpus/labels/ner.json"
+require = false
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+[initialize.components.parser]
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+[initialize.components.parser.labels]
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+path = "corpus/labels/parser.json"
+require = false
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+[initialize.lookups]
+@misc = "spacy.LookupsDataLoader.v1"
+lang = ${nlp.lang}
+tables = []
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+[initialize.tokenizer]

lemmatizer/lookups/lookups.bin

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meta.json

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+{
+  "lang":"ca",
+  "name":"core_news_trf",
+  "version":"3.1.0",
+  "description":"Catalan transformer pipeline (bsc/roberta-base-ca-cased). Components: transformer, morphologizer, parser, ner, attribute_ruler, lemmatizer.",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "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,
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+    "name":null
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+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "POS=PART",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "AdpType=Preppron|Degree=Cmp|POS=ADV",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Degree=Cmp|Number=Plur|POS=ADJ",
+      "POS=PUNCT|PunctType=Dash",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "POS=PRON",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=PUNCT|PunctType=Colo",
+      "Gender=Masc|NumType=Card|POS=NUM",
+      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Number=Sing|POS=PRON|PronType=Int",
+      "POS=PUNCT|PunctType=Quot",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "POS=AUX|VerbForm=Ger",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "Number=Plur|POS=PRON|PronType=Ind",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "AdpType=Preppron|POS=ADV",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "NumForm=Digit|NumType=Frac|POS=NUM",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Gender=Fem|POS=NOUN",
+      "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "POS=VERB|Person=3|VerbForm=Ger",
+      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "POS=X",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=DET|PronType=Dem",
+      "POS=DET",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "POS=DET|PronType=Art",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "NumType=Ord|Number=Sing|POS=ADJ",
+      "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
+      "Number=Plur|POS=PRON|PronType=Dem",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
+      "POS=PRON|PronType=Ind",
+      "Case=Acc,Dat|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "POS=AUX|Person=3|VerbForm=Ger",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
+      "NumForm=Digit|NumType=Ord|POS=ADJ",
+      "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
+      "NumForm=Digit|NumType=Frac|POS=SYM",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
+      "NumType=Card|Number=Sing|POS=NUM",
+      "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
+      "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
+      "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
+      "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "POS=PUNCT|PunctSide=Ini|PunctType=Comm",
+      "POS=PUNCT|PunctSide=Fin|PunctType=Comm",
+      "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
+      "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
+      "Case=Nom|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "POS=AUX|Tense=Past|VerbForm=Part",
+      "Gender=Fem|NumType=Card|POS=NUM",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "AdvType=Tim|Degree=Cmp|POS=ADV",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
+      "POS=DET|PronType=Rel",
+      "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "POS=INTJ",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "POS=VERB|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger",
+      "Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Ger",
+      "Gender=Masc|POS=SYM",
+      "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "AdpType=Prep|POS=ADJ",
+      "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf",
+      "Degree=Cmp|POS=ADJ",
+      "AdvType=Tim|POS=SYM",
+      "Number=Plur|POS=DET|PronType=Dem"
+    ],
+    "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":[
+
+    ],
+    "ner":[
+      "LOC",
+      "MISC",
+      "ORG",
+      "PER"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "morphologizer",
+    "parser",
+    "attribute_ruler",
+    "lemmatizer",
+    "ner"
+  ],
+  "components":[
+    "transformer",
+    "morphologizer",
+    "parser",
+    "attribute_ruler",
+    "lemmatizer",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "token_acc":0.9998490968,
+    "tag_acc":0.9830108081,
+    "pos_acc":0.9888722125,
+    "morph_acc":0.9815365761,
+    "lemma_acc":0.8763294803,
+    "dep_uas":0.9474709895,
+    "dep_las":0.9304344403,
+    "ents_p":0.9131561892,
+    "ents_r":0.9116790683,
+    "ents_f":0.9124170309,
+    "sents_p":0.9929906542,
+    "sents_r":0.9947337624,
+    "sents_f":0.993861444,
+    "speed":3503.4096320448,
+    "morph_per_feat":{
+      "AdpType":{
+        "p":0.998396065,
+        "r":0.9949914749,
+        "f":0.9966908625
+      },
+      "Mood":{
+        "p":0.9985225314,
+        "r":0.9975399754,
+        "f":0.9980310116
+      },
+      "Number":{
+        "p":0.9983632142,
+        "r":0.9962017624,
+        "f":0.9972813171
+      },
+      "Person":{
+        "p":0.998929909,
+        "r":0.9971515044,
+        "f":0.9980399145
+      },
+      "Tense":{
+        "p":0.9937212223,
+        "r":0.9953878407,
+        "f":0.9945538333
+      },
+      "VerbForm":{
+        "p":0.9970670577,
+        "r":0.9961374534,
+        "f":0.9966020388
+      },
+      "Gender":{
+        "p":0.9961303143,
+        "r":0.9919804197,
+        "f":0.9940510359
+      },
+      "NumType":{
+        "p":0.9753554502,
+        "r":0.9698397738,
+        "f":0.9725897921
+      },
+      "Definite":{
+        "p":0.9952462445,
+        "r":0.9960038059,
+        "f":0.9956248811
+      },
+      "PronType":{
+        "p":0.9956862745,
+        "r":0.9954910802,
+        "f":0.9955886678
+      },
+      "PunctType":{
+        "p":0.9532900834,
+        "r":0.9374772147,
+        "f":0.945317526
+      },
+      "NumForm":{
+        "p":0.9819694868,
+        "r":0.9943820225,
+        "f":0.988136776
+      },
+      "Polarity":{
+        "p":1.0,
+        "r":0.9902912621,
+        "f":0.9951219512
+      },
+      "Case":{
+        "p":1.0,
+        "r":0.9989212513,
+        "f":0.9994603346
+      },
+      "PrepCase":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Reflex":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Degree":{
+        "p":0.9964539007,
+        "r":0.9929328622,
+        "f":0.9946902655
+      },
+      "Poss":{
+        "p":1.0,
+        "r":0.9914529915,
+        "f":0.9957081545
+      },
+      "AdvType":{
+        "p":1.0,
+        "r":0.9197080292,
+        "f":0.9581749049
+      },
+      "PunctSide":{
+        "p":0.8173913043,
+        "r":0.9082125604,
+        "f":0.8604118993
+      },
+      "Number[psor]":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      }
+    },
+    "dep_las_per_type":{
+      "nsubj":{
+        "p":0.9539951574,
+        "r":0.9500516707,
+        "f":0.9520193303
+      },
+      "flat":{
+        "p":0.9355895197,
+        "r":0.9350791053,
+        "f":0.9353342428
+      },
+      "case":{
+        "p":0.979357518,
+        "r":0.9770899342,
+        "f":0.978222412
+      },
+      "aux":{
+        "p":0.9666307858,
+        "r":0.9588894821,
+        "f":0.9627445725
+      },
+      "root":{
+        "p":0.9731308411,
+        "r":0.9748390872,
+        "f":0.9739842151
+      },
+      "nummod":{
+        "p":0.9237588652,
+        "r":0.9172535211,
+        "f":0.9204946996
+      },
+      "obj":{
+        "p":0.9275436793,
+        "r":0.9277820612,
+        "f":0.9276628549
+      },
+      "det":{
+        "p":0.9892252437,
+        "r":0.9910048831,
+        "f":0.9901142637
+      },
+      "nmod":{
+        "p":0.8756953359,
+        "r":0.8768209083,
+        "f":0.8762577607
+      },
+      "amod":{
+        "p":0.9623068225,
+        "r":0.9637599094,
+        "f":0.9630328178
+      },
+      "obl":{
+        "p":0.8184306569,
+        "r":0.8203017833,
+        "f":0.8193651519
+      },
+      "cc":{
+        "p":0.9508816121,
+        "r":0.9496855346,
+        "f":0.950283197
+      },
+      "fixed":{
+        "p":0.9278538813,
+        "r":0.9381348107,
+        "f":0.9329660239
+      },
+      "conj":{
+        "p":0.8249427918,
+        "r":0.8258877434,
+        "f":0.8254149971
+      },
+      "advmod":{
+        "p":0.8898550725,
+        "r":0.8893395133,
+        "f":0.8895972182
+      },
+      "advcl":{
+        "p":0.7438118812,
+        "r":0.75125,
+        "f":0.7475124378
+      },
+      "compound":{
+        "p":0.8909090909,
+        "r":0.8657243816,
+        "f":0.8781362007
+      },
+      "mark":{
+        "p":0.9400576369,
+        "r":0.9433198381,
+        "f":0.9416859122
+      },
+      "cop":{
+        "p":0.8888888889,
+        "r":0.9177489177,
+        "f":0.9030883919
+      },
+      "ccomp":{
+        "p":0.8799126638,
+        "r":0.8995535714,
+        "f":0.8896247241
+      },
+      "acl":{
+        "p":0.8639391056,
+        "r":0.8764478764,
+        "f":0.8701485386
+      },
+      "expl:pass":{
+        "p":0.8157894737,
+        "r":0.6888888889,
+        "f":0.7469879518
+      },
+      "appos":{
+        "p":0.8262548263,
+        "r":0.8167938931,
+        "f":0.8214971209
+      },
+      "xcomp":{
+        "p":0.9043062201,
+        "r":0.8852459016,
+        "f":0.8946745562
+      },
+      "iobj":{
+        "p":0.8616352201,
+        "r":0.7569060773,
+        "f":0.8058823529
+      },
+      "dep":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "csubj":{
+        "p":0.8349514563,
+        "r":0.8113207547,
+        "f":0.8229665072
+      },
+      "parataxis":{
+        "p":0.8113207547,
+        "r":0.6323529412,
+        "f":0.7107438017
+      },
+      "nsubj:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "ents_per_type":{
+      "ORG":{
+        "p":0.9151291513,
+        "r":0.8944995491,
+        "f":0.9046967624
+      },
+      "LOC":{
+        "p":0.9251336898,
+        "r":0.928111588,
+        "f":0.9266202464
+      },
+      "MISC":{
+        "p":0.8132992327,
+        "r":0.8302872063,
+        "f":0.8217054264
+      },
+      "PER":{
+        "p":0.951183432,
+        "r":0.964017991,
+        "f":0.9575577066
+      }
+    }
+  },
+  "sources":[
+    {
+      "name":"UD Catalan AnCora v2.7",
+      "url":"https://github.com/UniversalDependencies/UD_Catalan-AnCora",
+      "license":"GNU GPL 3.0",
+      "author":"Mart\u00ednez Alonso, H\u00e9ctor; Pascual, Elena; Zeman, Daniel"
+    },
+    {
+      "name":"NER4conllu (Named Entites from Ancora Corpus) v1.0.1",
+      "url":"http://doi.org/10.5281/zenodo.4761746",
+      "license":"CC BY 4.0",
+      "author":"Carlos Rodr\u00edguez-Penagos and Carme Armentano-Oller"
+    },
+    {
+      "name":"Catalan Lemmatizer",
+      "url":"https://github.com/explosion/spacy-lookups-data",
+      "license":"CC0",
+      "author":"Text Mining Unit, Barcelona Supercomputing Center"
+    },
+    {
+      "name":"bsc/roberta-base-ca-cased",
+      "author":"Armengol-Estap\u00e9 J., Carrino CP., Rodriguez-Penagos C., de Gibert Bonet O., Armentano-Oller C., Gonzalez-Agirre A., Melero M. and Villegas M.",
+      "url":"https://huggingface.co/bsc/roberta-base-ca-cased",
+      "license":""
+    }
+  ],
+  "requirements":[
+    "spacy-transformers>=1.0.3,<1.1.0"
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,616 @@
+{
+  "labels_morph":{
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "POS=PROPN":"",
+    "POS=PUNCT|PunctSide=Ini|PunctType=Brck":"PunctSide=Ini|PunctType=Brck",
+    "POS=PUNCT|PunctSide=Fin|PunctType=Brck":"PunctSide=Fin|PunctType=Brck",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
+    "AdpType=Prep|POS=ADP":"AdpType=Prep",
+    "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
+    "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
+    "Number=Sing|POS=ADJ":"Number=Sing",
+    "POS=CCONJ":"",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "NumForm=Digit|NumType=Card|POS=NUM":"NumForm=Digit|NumType=Card",
+    "NumForm=Digit|POS=NOUN":"NumForm=Digit",
+    "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
+    "POS=PUNCT|PunctType=Comm":"PunctType=Comm",
+    "POS=AUX|Person=3|VerbForm=Inf":"Person=3|VerbForm=Inf",
+    "AdpType=Preppron|POS=ADP":"AdpType=Preppron",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Number=Plur|POS=ADJ":"Number=Plur",
+    "POS=PUNCT|PunctType=Peri":"PunctType=Peri",
+    "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
+    "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Plur|VerbForm=Part",
+    "POS=SCONJ":"",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Plur|VerbForm=Part",
+    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "POS=NOUN":"",
+    "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
+    "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Sing|VerbForm=Part",
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur",
+    "POS=SYM":"",
+    "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Sing|VerbForm=Part",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "POS=ADV|Polarity=Neg":"Polarity=Neg",
+    "POS=ADV":"",
+    "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
+    "AdpType=Prep|Degree=Cmp|POS=ADV":"AdpType=Prep|Degree=Cmp",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Gender=Fem|Number=Plur|PronType=Art",
+    "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Gender=Masc|Number=Sing|PronType=Art",
+    "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Degree=Cmp|POS=ADV":"Degree=Cmp",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
+    "POS=PUNCT":"",
+    "Number=Sing|POS=DET|PronType=Rel":"Number=Sing|PronType=Rel",
+    "POS=PRON|Person=3":"Person=3",
+    "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "POS=DET|PronType=Ind":"PronType=Ind",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs",
+    "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Gender=Masc|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Number=Plur|POS=PRON|PronType=Rel":"Number=Plur|PronType=Rel",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "AdvType=Tim|POS=NOUN":"AdvType=Tim",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "POS=VERB|Person=3|VerbForm=Inf":"Person=3|VerbForm=Inf",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Number=Sing|POS=DET|PronType=Art":"Number=Sing|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "POS=PUNCT|PunctType=Semi":"PunctType=Semi",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
+    "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
+    "AdpType=Prep|POS=ADV":"AdpType=Prep",
+    "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur",
+    "POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Person=3|PronType=Prs|VerbForm=Inf",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "NumForm=Digit|POS=SYM":"NumForm=Digit",
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
+    "POS=PART":"",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "AdpType=Preppron|Degree=Cmp|POS=ADV":"AdpType=Preppron|Degree=Cmp",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "POS=ADJ":"",
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
+    "POS=PUNCT|PunctType=Dash":"PunctType=Dash",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "POS=PRON":"",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Gender=Masc|POS=NOUN":"Gender=Masc",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "POS=PUNCT|PunctType=Colo":"PunctType=Colo",
+    "Gender=Masc|NumType=Card|POS=NUM":"Gender=Masc|NumType=Card",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Person=3|PronType=Prs|VerbForm=Ger",
+    "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=PRON|PronType=Int":"Number=Sing|PronType=Int",
+    "POS=PUNCT|PunctType=Quot":"PunctType=Quot",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|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",
+    "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",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
+    "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
+    "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "AdpType=Preppron|POS=ADV":"AdpType=Preppron",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "NumForm=Digit|NumType=Frac|POS=NUM":"NumForm=Digit|NumType=Frac",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Gender=Fem|POS=NOUN":"Gender=Fem",
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|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=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Person=3|PronType=Prs|VerbForm=Inf",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "POS=VERB|Person=3|VerbForm=Ger":"Person=3|VerbForm=Ger",
+    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Plur|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs",
+    "POS=X":"",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
+    "POS=DET":"",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "POS=DET|PronType=Art":"PronType=Art",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
+    "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "Case=Acc,Dat|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "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|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",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
+    "POS=AUX|Person=3|VerbForm=Ger":"Person=3|VerbForm=Ger",
+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
+    "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "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",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest",
+    "NumForm=Digit|NumType=Ord|POS=ADJ":"NumForm=Digit|NumType=Ord",
+    "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
+    "NumForm=Digit|NumType=Frac|POS=SYM":"NumForm=Digit|NumType=Frac",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest",
+    "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
+    "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=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|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=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Person=1|Tense=Imp|VerbForm=Fin",
+    "POS=PUNCT|PunctSide=Ini|PunctType=Comm":"PunctSide=Ini|PunctType=Comm",
+    "POS=PUNCT|PunctSide=Fin|PunctType=Comm":"PunctSide=Fin|PunctType=Comm",
+    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Plur|Person=2|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=2|PronType=Prs",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Sing|Person=2|Polite=Form|PronType=Prs",
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
+    "Case=Nom|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Person=3|PronType=Prs",
+    "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "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=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Number=Sing|PronType=Art",
+    "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",
+    "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "POS=AUX|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
+    "Gender=Fem|NumType=Card|POS=NUM":"Gender=Fem|NumType=Card",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|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=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "AdvType=Tim|Degree=Cmp|POS=ADV":"AdvType=Tim|Degree=Cmp",
+    "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs",
+    "POS=DET|PronType=Rel":"PronType=Rel",
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "POS=INTJ":"",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|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",
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs|VerbForm=Ger",
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Ger":"Number=Sing|Person=1,3|PronType=Prs|VerbForm=Ger",
+    "Gender=Masc|POS=SYM":"Gender=Masc",
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "AdpType=Prep|POS=ADJ":"AdpType=Prep",
+    "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "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",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=PROPN":"Gender=Masc|Number=Sing",
+    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Neut|Number=Sing|Person=1,3|PronType=Prs|VerbForm=Inf",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "AdvType=Tim|POS=SYM":"AdvType=Tim",
+    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem"
+  },
+  "labels_pos":{
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "POS=PROPN":96,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Brck":97,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Brck":97,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Fem|Number=Sing|POS=NOUN":92,
+    "AdpType=Prep|POS=ADP":85,
+    "NumType=Card|Number=Plur|POS=NUM":93,
+    "Gender=Masc|Number=Plur|POS=NOUN":92,
+    "Number=Sing|POS=ADJ":84,
+    "POS=CCONJ":89,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":90,
+    "NumForm=Digit|NumType=Card|POS=NUM":93,
+    "NumForm=Digit|POS=NOUN":92,
+    "Gender=Masc|Number=Plur|POS=ADJ":84,
+    "POS=PUNCT|PunctType=Comm":97,
+    "POS=AUX|Person=3|VerbForm=Inf":87,
+    "AdpType=Preppron|POS=ADP":85,
+    "POS=PRON|PronType=Rel":95,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Fem|Number=Plur|POS=NOUN":92,
+    "Gender=Fem|Number=Plur|POS=ADJ":84,
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "Number=Plur|POS=ADJ":84,
+    "POS=PUNCT|PunctType=Peri":97,
+    "Number=Sing|POS=PRON|PronType=Rel":95,
+    "Gender=Masc|Number=Sing|POS=NOUN":92,
+    "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":100,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":84,
+    "POS=SCONJ":98,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "POS=AUX|VerbForm=Inf":87,
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
+    "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":84,
+    "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
+    "POS=VERB|VerbForm=Ger":100,
+    "POS=VERB|VerbForm=Inf":100,
+    "POS=NOUN":92,
+    "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":93,
+    "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":84,
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":84,
+    "POS=SYM":99,
+    "Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":84,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
+    "POS=ADV|Polarity=Neg":86,
+    "POS=ADV":86,
+    "Number=Sing|POS=PRON|PronType=Dem":95,
+    "Number=Sing|POS=NOUN":92,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Number=Plur|POS=NOUN":92,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|POS=ADJ":84,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":95,
+    "POS=PRON|Person=3|PronType=Prs":95,
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "AdpType=Prep|Degree=Cmp|POS=ADV":86,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
+    "NumType=Card|POS=NUM":93,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
+    "Number=Sing|POS=PRON|PronType=Ind":95,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Number=Plur|POS=DET|PronType=Ind":90,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Degree=Cmp|POS=ADV":86,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":90,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
+    "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":93,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "Number=Sing|POS=DET|PronType=Ind":90,
+    "POS=PUNCT":97,
+    "Number=Sing|POS=DET|PronType=Rel":90,
+    "POS=PRON|Person=3":95,
+    "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":93,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "POS=DET|PronType=Ind":90,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Degree=Cmp|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":95,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":90,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":95,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Number=Plur|POS=PRON|PronType=Rel":95,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Int":90,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "AdvType=Tim|POS=NOUN":92,
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":90,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":90,
+    "POS=VERB|Person=3|VerbForm=Inf":100,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Int":90,
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":95,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "POS=PUNCT|PunctType=Semi":97,
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
+    "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "AdpType=Prep|POS=ADV":86,
+    "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":93,
+    "POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":95,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "NumForm=Digit|POS=SYM":99,
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":95,
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Int":90,
+    "POS=PRON|PronType=Int":95,
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Int":90,
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
+    "POS=PART":94,
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":95,
+    "AdpType=Preppron|Degree=Cmp|POS=ADV":86,
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":90,
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
+    "POS=ADJ":84,
+    "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Degree=Cmp|Number=Plur|POS=ADJ":84,
+    "POS=PUNCT|PunctType=Dash":97,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "POS=PRON":95,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "Gender=Masc|POS=NOUN":92,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":95,
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":84,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=PUNCT|PunctType=Colo":97,
+    "Gender=Masc|NumType=Card|POS=NUM":93,
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "Number=Sing|POS=PRON|PronType=Int":95,
+    "POS=PUNCT|PunctType=Quot":97,
+    "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
+    "POS=AUX|VerbForm=Ger":87,
+    "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
+    "Number=Plur|POS=PRON|PronType=Ind":95,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":95,
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":95,
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":95,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "AdpType=Preppron|POS=ADV":86,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "NumForm=Digit|NumType=Frac|POS=NUM":93,
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":95,
+    "Gender=Fem|POS=NOUN":92,
+    "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":95,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":87,
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
+    "POS=VERB|Person=3|VerbForm=Ger":100,
+    "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "POS=X":101,
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":87,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
+    "Number=Sing|POS=DET|PronType=Dem":90,
+    "POS=DET":90,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":100,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "POS=DET|PronType=Art":90,
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":100,
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
+    "NumType=Ord|Number=Sing|POS=ADJ":84,
+    "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Number=Plur|POS=PRON|PronType=Dem":95,
+    "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
+    "POS=PRON|PronType=Ind":95,
+    "Case=Acc,Dat|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
+    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":87,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
+    "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":100,
+    "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
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+    "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
+    "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":95,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
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+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
+    "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":100,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Qest":97,
+    "NumForm=Digit|NumType=Ord|POS=ADJ":84,
+    "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":95,
+    "NumForm=Digit|NumType=Frac|POS=SYM":99,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
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+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Qest":97,
+    "NumType=Card|Number=Sing|POS=NUM":93,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Excl":97,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Excl":97,
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":87,
+    "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":95,
+    "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
+    "POS=PUNCT|PunctSide=Ini|PunctType=Comm":97,
+    "POS=PUNCT|PunctSide=Fin|PunctType=Comm":97,
+    "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
+    "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":100,
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":100,
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+    "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":95,
+    "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
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+    "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
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+    "Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":100,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":95,
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":95,
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+    "POS=AUX|Tense=Past|VerbForm=Part":87,
+    "Gender=Fem|NumType=Card|POS=NUM":93,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
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+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":87,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":87,
+    "AdvType=Tim|Degree=Cmp|POS=ADV":86,
+    "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":95,
+    "POS=DET|PronType=Rel":90,
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":100,
+    "POS=INTJ":91,
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "POS=VERB|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
+    "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":100,
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":87,
+    "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":100,
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":95,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
+    "Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Ger":100,
+    "Gender=Masc|POS=SYM":99,
+    "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":87,
+    "AdpType=Prep|POS=ADJ":84,
+    "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":87,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
+    "Gender=Masc|Number=Sing|POS=PROPN":96,
+    "Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf":100,
+    "Degree=Cmp|POS=ADJ":84,
+    "AdvType=Tim|POS=SYM":99,
+    "Number=Plur|POS=DET|PronType=Dem":90
+  }
+}

ner/cfg

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

ner/moves

@@ -0,0 +1 @@
+��moves��{"0":{},"1":{"ORG":15366,"PER":10456,"LOC":9734,"MISC":7347},"2":{"ORG":15366,"PER":10456,"LOC":9734,"MISC":7347},"3":{"ORG":15366,"PER":10456,"LOC":9734,"MISC":7347},"4":{"ORG":15366,"PER":10456,"LOC":9734,"MISC":7347,"":1},"5":{"":1}}�cfg��neg_key�

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 @@
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tokenizer

@@ -0,0 +1,3 @@
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+  "model_type": "roberta",
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+  "position_embedding_type": "absolute",
+  "transformers_version": "4.6.1",
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+  "use_cache": true,
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