Update spaCy pipeline

.gitattributes

@@ -14,3 +14,7 @@
 *.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 +1,428 @@
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
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+=======================================================================
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+Creative Commons Attribution-ShareAlike 4.0 International Public
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+By exercising the Licensed Rights (defined below), You accept and agree
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+Section 1 -- Definitions.
+
+  a. 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
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+
+  b. Adapter's License means the license You apply to Your Copyright
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+     closely related to copyright including, without limitation,
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+  h. Licensed Material means the artistic or literary work, database,
+     or other material to which the Licensor applied this Public
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+
+  j. Licensor means the individual(s) or entity(ies) granting rights
+     under this Public License.
+
+  k. 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.
+
+  l. 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
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+Section 2 -- Scope.
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+  a. License grant.
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+       1. 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:
+
+            a. reproduce and Share the Licensed Material, in whole or
+               in part; and
+
+            b. produce, reproduce, and Share Adapted Material.
+
+       2. 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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+       3. Term. The term of this Public License is specified in Section
+          6(a).
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+       4. Media and formats; technical modifications allowed. The
+          Licensor authorizes You to exercise the Licensed Rights in
+          all media and formats whether now known or hereafter created,
+          and to make technical modifications necessary to do so. The
+          Licensor waives and/or agrees not to assert any right or
+          authority to forbid You from making technical modifications
+          necessary to exercise the Licensed Rights, including
+          technical modifications necessary to circumvent Effective
+          Technological Measures. For purposes of this Public License,
+          simply making modifications authorized by this Section 2(a)
+          (4) never produces Adapted Material.
+
+       5. Downstream recipients.
+
+            a. Offer from the Licensor -- Licensed Material. Every
+               recipient of the Licensed Material automatically
+               receives an offer from the Licensor to exercise the
+               Licensed Rights under the terms and conditions of this
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+            b. Additional offer from the Licensor -- Adapted Material.
+               Every recipient of Adapted Material from You
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+               exercise the Licensed Rights in the Adapted Material
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+            c. No downstream restrictions. You may not offer or impose
+               any additional or different terms or conditions on, or
+               apply any Effective Technological Measures to, the
+               Licensed Material if doing so restricts exercise of the
+               Licensed Rights by any recipient of the Licensed
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+       6. No endorsement. Nothing in this Public License constitutes or
+          may be construed as permission to assert or imply that You
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+          provided in Section 3(a)(1)(A)(i).
+
+  b. Other rights.
+
+       1. Moral rights, such as the right of integrity, are not
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+          the extent possible, the Licensor waives and/or agrees not to
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+
+
+Section 3 -- License Conditions.
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+Your exercise of the Licensed Rights is expressly made subject to the
+following conditions.
+
+  a. Attribution.
+
+       1. If You Share the Licensed Material (including in modified
+          form), You must:
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+            a. retain the following if it is supplied by the Licensor
+               with the Licensed Material:
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+                 i. identification of the creator(s) of the Licensed
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+                    the Licensor (including by pseudonym if
+                    designated);
+
+                ii. a copyright notice;
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+                    extent reasonably practicable;
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+               retain an indication of any previous modifications; and
+
+            c. indicate the Licensed Material is licensed under this
+               Public License, and include the text of, or the URI or
+               hyperlink to, this Public License.
+
+       2. You may satisfy the conditions in Section 3(a)(1) in any
+          reasonable manner based on the medium, means, and context in
+          which You Share the Licensed Material. For example, it may be
+          reasonable to satisfy the conditions by providing a URI or
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+
+       3. If requested by the Licensor, You must remove any of the
+          information required by Section 3(a)(1)(A) to the extent
+          reasonably practicable.
+
+  b. ShareAlike.
+
+     In addition to the conditions in Section 3(a), if You Share
+     Adapted Material You produce, the following conditions also apply.
+
+       1. The Adapter's License You apply must be a Creative Commons
+          license with the same License Elements, this version or
+          later, or a BY-SA Compatible License.
+
+       2. You must include the text of, or the URI or hyperlink to, the
+          Adapter's License You apply. You may satisfy this condition
+          in any reasonable manner based on the medium, means, and
+          context in which You Share Adapted Material.
+
+       3. You may not offer or impose any additional or different terms
+          or conditions on, or apply any Effective Technological
+          Measures to, Adapted Material that restrict exercise of the
+          rights granted under the Adapter's License You apply.
+
+
+Section 4 -- Sui Generis Database Rights.
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+Where the Licensed Rights include Sui Generis Database Rights that
+apply to Your use of the Licensed Material:
+
+  a. for the avoidance of doubt, Section 2(a)(1) grants You the right
+     to extract, reuse, reproduce, and Share all or a substantial
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+     Rights (but not its individual contents) is Adapted Material,
+
+     including for purposes of Section 3(b); and
+  c. 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.
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+     EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS
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+
+  b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE
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+
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+Section 6 -- Term and Termination.
+
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+
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+
+       2. upon express reinstatement by the Licensor.
+
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+
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+
+
+Section 7 -- Other Terms and Conditions.
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+
+Section 8 -- Interpretation.
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+
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+
+
+=======================================================================
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+
+Creative Commons may be contacted at creativecommons.org.
+

LICENSES_SOURCES

@@ -0,0 +1,1087 @@
+# Lemmatization Lists
+
+* Author: Michal Měchura
+* URL: https://github.com/michmech/lemmatization-lists/
+* License: ODbL
+
+```
+## ODC Open Database License (ODbL)
+
+### Preamble
+
+The Open Database License (ODbL) is a license agreement intended to
+allow users to freely share, modify, and use this Database while
+maintaining this same freedom for others. Many databases are covered by
+copyright, and therefore this document licenses these rights. Some
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+cover databases, and so the ODbL addresses these rights, too. Finally,
+the ODbL is also an agreement in contract for users of this Database to
+act in certain ways in return for accessing this Database.
+
+Databases can contain a wide variety of types of content (images,
+audiovisual material, and sounds all in the same database, for example),
+and so the ODbL only governs the rights over the Database, and not the
+contents of the Database individually. Licensors should use the ODbL
+together with another license for the contents, if the contents have a
+single set of rights that uniformly covers all of the contents. If the
+contents have multiple sets of different rights, Licensors should
+describe what rights govern what contents together in the individual
+record or in some other way that clarifies what rights apply. 
+
+Sometimes the contents of a database, or the database itself, can be
+covered by other rights not addressed here (such as private contracts,
+trade mark over the name, or privacy rights / data protection rights
+over information in the contents), and so you are advised that you may
+have to consult other documents or clear other rights before doing
+activities not covered by this License.
+
+------
+
+The Licensor (as defined below) 
+
+and 
+
+You (as defined below) 
+
+agree as follows: 
+
+### 1.0 Definitions of Capitalised Words
+
+"Collective Database" – Means this Database in unmodified form as part
+of a collection of independent databases in themselves that together are
+assembled into a collective whole. A work that constitutes a Collective
+Database will not be considered a Derivative Database.
+
+"Convey" – As a verb, means Using the Database, a Derivative Database,
+or the Database as part of a Collective Database in any way that enables
+a Person to make or receive copies of the Database or a Derivative
+Database.  Conveying does not include interaction with a user through a
+computer network, or creating and Using a Produced Work, where no
+transfer of a copy of the Database or a Derivative Database occurs.
+"Contents" – The contents of this Database, which includes the
+information, independent works, or other material collected into the
+Database. For example, the contents of the Database could be factual
+data or works such as images, audiovisual material, text, or sounds.
+
+"Database" – A collection of material (the Contents) arranged in a
+systematic or methodical way and individually accessible by electronic
+or other means offered under the terms of this License.
+
+"Database Directive" – Means Directive 96/9/EC of the European
+Parliament and of the Council of 11 March 1996 on the legal protection
+of databases, as amended or succeeded.
+
+"Database Right" – Means rights resulting from the Chapter III ("sui
+generis") rights in the Database Directive (as amended and as transposed
+by member states), which includes the Extraction and Re-utilisation of
+the whole or a Substantial part of the Contents, as well as any similar
+rights available in the relevant jurisdiction under Section 10.4. 
+
+"Derivative Database" – Means a database based upon the Database, and
+includes any translation, adaptation, arrangement, modification, or any
+other alteration of the Database or of a Substantial part of the
+Contents. This includes, but is not limited to, Extracting or
+Re-utilising the whole or a Substantial part of the Contents in a new
+Database.
+
+"Extraction" – Means the permanent or temporary transfer of all or a
+Substantial part of the Contents to another medium by any means or in
+any form.
+
+"License" – Means this license agreement and is both a license of rights
+such as copyright and Database Rights and an agreement in contract.
+
+"Licensor" – Means the Person that offers the Database under the terms
+of this License. 
+
+"Person" – Means a natural or legal person or a body of persons
+corporate or incorporate.
+
+"Produced Work" –  a work (such as an image, audiovisual material, text,
+or sounds) resulting from using the whole or a Substantial part of the
+Contents (via a search or other query) from this Database, a Derivative
+Database, or this Database as part of a Collective Database.  
+
+"Publicly" – means to Persons other than You or under Your control by
+either more than 50% ownership or by the power to direct their
+activities (such as contracting with an independent consultant). 
+
+"Re-utilisation" – means any form of making available to the public all
+or a Substantial part of the Contents by the distribution of copies, by
+renting, by online or other forms of transmission.
+
+"Substantial" – Means substantial in terms of quantity or quality or a
+combination of both. The repeated and systematic Extraction or
+Re-utilisation of insubstantial parts of the Contents may amount to the
+Extraction or Re-utilisation of a Substantial part of the Contents.
+
+"Use" – As a verb, means doing any act that is restricted by copyright
+or Database Rights whether in the original medium or any other; and
+includes without limitation distributing, copying, publicly performing,
+publicly displaying, and preparing derivative works of the Database, as
+well as modifying the Database as may be technically necessary to use it
+in a different mode or format. 
+
+"You" – Means a Person exercising rights under this License who has not
+previously violated the terms of this License with respect to the
+Database, or who has received express permission from the Licensor to
+exercise rights under this License despite a previous violation.
+
+Words in the singular include the plural and vice versa.
+
+### 2.0 What this License covers
+
+2.1. Legal effect of this document. This License is:
+
+  a. A license of applicable copyright and neighbouring rights;
+
+  b. A license of the Database Right; and
+
+  c. An agreement in contract between You and the Licensor.
+
+2.2 Legal rights covered. This License covers the legal rights in the
+Database, including:
+
+  a. Copyright. Any copyright or neighbouring rights in the Database.
+  The copyright licensed includes any individual elements of the
+  Database, but does not cover the copyright over the Contents
+  independent of this Database. See Section 2.4 for details. Copyright
+  law varies between jurisdictions, but is likely to cover: the Database
+  model or schema, which is the structure, arrangement, and organisation
+  of the Database, and can also include the Database tables and table
+  indexes; the data entry and output sheets; and the Field names of
+  Contents stored in the Database;
+
+  b. Database Rights. Database Rights only extend to the Extraction and
+  Re-utilisation of the whole or a Substantial part of the Contents.
+  Database Rights can apply even when there is no copyright over the
+  Database. Database Rights can also apply when the Contents are removed
+  from the Database and are selected and arranged in a way that would
+  not infringe any applicable copyright; and
+
+  c. Contract. This is an agreement between You and the Licensor for
+  access to the Database. In return you agree to certain conditions of
+  use on this access as outlined in this License. 
+
+2.3 Rights not covered. 
+
+  a. This License does not apply to computer programs used in the making
+  or operation of the Database; 
+
+  b. This License does not cover any patents over the Contents or the
+  Database; and
+
+  c. This License does not cover any trademarks associated with the
+  Database. 
+
+2.4 Relationship to Contents in the Database. The individual items of
+the Contents contained in this Database may be covered by other rights,
+including copyright, patent, data protection, privacy, or personality
+rights, and this License does not cover any rights (other than Database
+Rights or in contract) in individual Contents contained in the Database.
+For example, if used on a Database of images (the Contents), this
+License would not apply to copyright over individual images, which could
+have their own separate licenses, or one single license covering all of
+the rights over the images.  
+
+### 3.0 Rights granted
+
+3.1 Subject to the terms and conditions of this License, the Licensor
+grants to You a worldwide, royalty-free, non-exclusive, terminable (but
+only under Section 9) license to Use the Database for the duration of
+any applicable copyright and Database Rights. These rights explicitly
+include commercial use, and do not exclude any field of endeavour. To
+the extent possible in the relevant jurisdiction, these rights may be
+exercised in all media and formats whether now known or created in the
+future. 
+
+The rights granted cover, for example:
+
+  a. Extraction and Re-utilisation of the whole or a Substantial part of
+  the Contents;
+
+  b. Creation of Derivative Databases;
+
+  c. Creation of Collective Databases;
+
+  d. Creation of temporary or permanent reproductions by any means and
+  in any form, in whole or in part, including of any Derivative
+  Databases or as a part of Collective Databases; and
+
+  e. Distribution, communication, display, lending, making available, or
+  performance to the public by any means and in any form, in whole or in
+  part, including of any Derivative Database or as a part of Collective
+  Databases.
+
+3.2 Compulsory license schemes. For the avoidance of doubt:
+
+  a. Non-waivable compulsory license schemes. In those jurisdictions in
+  which the right to collect royalties through any statutory or
+  compulsory licensing scheme cannot be waived, the Licensor reserves
+  the exclusive right to collect such royalties for any exercise by You
+  of the rights granted under this License;
+
+  b. Waivable compulsory license schemes. In those jurisdictions in
+  which the right to collect royalties through any statutory or
+  compulsory licensing scheme can be waived, the Licensor waives the
+  exclusive right to collect such royalties for any exercise by You of
+  the rights granted under this License; and,
+
+  c. Voluntary license schemes. The Licensor waives the right to collect
+  royalties, whether individually or, in the event that the Licensor is
+  a member of a collecting society that administers voluntary licensing
+  schemes, via that society, from any exercise by You of the rights
+  granted under this License.
+
+3.3 The right to release the Database under different terms, or to stop
+distributing or making available the Database, is reserved. Note that
+this Database may be multiple-licensed, and so You may have the choice
+of using alternative licenses for this Database. Subject to Section
+10.4, all other rights not expressly granted by Licensor are reserved.
+
+### 4.0 Conditions of Use
+
+4.1 The rights granted in Section 3 above are expressly made subject to
+Your complying with the following conditions of use. These are important
+conditions of this License, and if You fail to follow them, You will be
+in material breach of its terms.
+
+4.2 Notices. If You Publicly Convey this Database, any Derivative
+Database, or the Database as part of a Collective Database, then You
+must: 
+
+  a. Do so only under the terms of this License or another license
+  permitted under Section 4.4;
+
+  b. Include a copy of this License (or, as applicable, a license
+  permitted under Section 4.4) or its Uniform Resource Identifier (URI)
+  with the Database or Derivative Database, including both in the
+  Database or Derivative Database and in any relevant documentation; and
+
+  c. Keep intact any copyright or Database Right notices and notices
+  that refer to this License.
+
+  d. If it is not possible to put the required notices in a particular
+  file due to its structure, then You must include the notices in a
+  location (such as a relevant directory) where users would be likely to
+  look for it.
+
+4.3 Notice for using output (Contents). Creating and Using a Produced
+Work does not require the notice in Section 4.2. However, if you
+Publicly Use a Produced Work, You must include a notice associated with
+the Produced Work reasonably calculated to make any Person that uses,
+views, accesses, interacts with, or is otherwise exposed to the Produced
+Work aware that Content was obtained from the Database, Derivative
+Database, or the Database as part of a Collective Database, and that it
+is available under this License.
+
+  a. Example notice. The following text will satisfy notice under
+  Section 4.3:
+
+        Contains information from DATABASE NAME, which is made available
+        here under the Open Database License (ODbL).
+
+DATABASE NAME should be replaced with the name of the Database and a
+hyperlink to the URI of the Database. "Open Database License" should
+contain a hyperlink to the URI of the text of this License. If
+hyperlinks are not possible, You should include the plain text of the
+required URI's with the above notice.
+ 
+4.4 Share alike. 
+
+  a. Any Derivative Database that You Publicly Use must be only under
+  the terms of: 
+
+    i. This License;
+
+    ii. A later version of this License similar in spirit to this
+      License; or
+
+    iii. A compatible license. 
+
+  If You license the Derivative Database under one of the licenses
+  mentioned in (iii), You must comply with the terms of that license. 
+
+  b. For the avoidance of doubt, Extraction or Re-utilisation of the
+  whole or a Substantial part of the Contents into a new database is a
+  Derivative Database and must comply with Section 4.4. 
+
+  c. Derivative Databases and Produced Works.  A Derivative Database is
+  Publicly Used and so must comply with Section 4.4. if a Produced Work
+  created from the Derivative Database is Publicly Used.
+
+  d. Share Alike and additional Contents. For the avoidance of doubt,
+  You must not add Contents to Derivative Databases under Section 4.4 a
+  that are incompatible with the rights granted under this License. 
+
+  e. Compatible licenses. Licensors may authorise a proxy to determine
+  compatible licenses under Section 4.4 a iii. If they do so, the
+  authorised proxy's public statement of acceptance of a compatible
+  license grants You permission to use the compatible license.
+
+
+4.5 Limits of Share Alike.  The requirements of Section 4.4 do not apply
+in the following:
+
+  a. For the avoidance of doubt, You are not required to license
+  Collective Databases under this License if You incorporate this
+  Database or a Derivative Database in the collection, but this License
+  still applies to this Database or a Derivative Database as a part of
+  the Collective Database; 
+
+  b. Using this Database, a Derivative Database, or this Database as
+  part of a Collective Database to create a Produced Work does not
+  create a Derivative Database for purposes of  Section 4.4; and
+
+  c. Use of a Derivative Database internally within an organisation is
+  not to the public and therefore does not fall under the requirements
+  of Section 4.4.
+
+4.6 Access to Derivative Databases. If You Publicly Use a Derivative
+Database or a Produced Work from a Derivative Database, You must also
+offer to recipients of the Derivative Database or Produced Work a copy
+in a machine readable form of:
+
+  a. The entire Derivative Database; or
+
+  b. A file containing all of the alterations made to the Database or
+  the method of making the alterations to the Database (such as an
+  algorithm), including any additional Contents, that make up all the
+  differences between the Database and the Derivative Database.
+
+The Derivative Database (under a.) or alteration file (under b.) must be
+available at no more than a reasonable production cost for physical
+distributions and free of charge if distributed over the internet.
+
+4.7 Technological measures and additional terms
+
+  a. This License does not allow You to impose (except subject to
+  Section 4.7 b.)  any terms or any technological measures on the
+  Database, a Derivative Database, or the whole or a Substantial part of
+  the Contents that alter or restrict the terms of this License, or any
+  rights granted under it, or have the effect or intent of restricting
+  the ability of any person to exercise those rights.
+
+  b. Parallel distribution. You may impose terms or technological
+  measures on the Database, a Derivative Database, or the whole or a
+  Substantial part of the Contents (a "Restricted Database") in
+  contravention of Section 4.74 a. only if You also make a copy of the
+  Database or a Derivative Database available to the recipient of the
+  Restricted Database:
+
+    i. That is available without additional fee;
+
+    ii. That is available in a medium that does not alter or restrict
+    the terms of this License, or any rights granted under it, or have
+    the effect or intent of restricting the ability of any person to
+    exercise those rights (an "Unrestricted Database"); and
+
+    iii. The Unrestricted Database is at least as accessible to the
+    recipient as a practical matter as the Restricted Database.
+
+  c. For the avoidance of doubt, You may place this Database or a
+  Derivative Database in an authenticated environment, behind a
+  password, or within a similar access control scheme provided that You
+  do not alter or restrict the terms of this License or any rights
+  granted under it or have the effect or intent of restricting the
+  ability of any person to exercise those rights. 
+
+4.8 Licensing of others. You may not sublicense the Database. Each time
+You communicate the Database, the whole or Substantial part of the
+Contents, or any Derivative Database to anyone else in any way, the
+Licensor offers to the recipient a license to the Database on the same
+terms and conditions as this License. You are not responsible for
+enforcing compliance by third parties with this License, but You may
+enforce any rights that You have over a Derivative Database. You are
+solely responsible for any modifications of a Derivative Database made
+by You or another Person at Your direction. You may not impose any
+further restrictions on the exercise of the rights granted or affirmed
+under this License.
+
+### 5.0 Moral rights
+
+5.1 Moral rights. This section covers moral rights, including any rights
+to be identified as the author of the Database or to object to treatment
+that would otherwise prejudice the author's honour and reputation, or
+any other derogatory treatment:
+
+  a. For jurisdictions allowing waiver of moral rights, Licensor waives
+  all moral rights that Licensor may have in the Database to the fullest
+  extent possible by the law of the relevant jurisdiction under Section
+  10.4; 
+
+  b. If waiver of moral rights under Section 5.1 a in the relevant
+  jurisdiction is not possible, Licensor agrees not to assert any moral
+  rights over the Database and waives all claims in moral rights to the
+  fullest extent possible by the law of the relevant jurisdiction under
+  Section 10.4; and
+
+  c. For jurisdictions not allowing waiver or an agreement not to assert
+  moral rights under Section 5.1 a and b, the author may retain their
+  moral rights over certain aspects of the Database.
+
+Please note that some jurisdictions do not allow for the waiver of moral
+rights, and so moral rights may still subsist over the Database in some
+jurisdictions.
+
+### 6.0 Fair dealing, Database exceptions, and other rights not affected 
+
+6.1 This License does not affect any rights that You or anyone else may
+independently have under any applicable law to make any use of this
+Database, including without limitation:
+
+  a. Exceptions to the Database Right including: Extraction of Contents
+  from non-electronic Databases for private purposes, Extraction for
+  purposes of illustration for teaching or scientific research, and
+  Extraction or Re-utilisation for public security or an administrative
+  or judicial procedure. 
+
+  b. Fair dealing, fair use, or any other legally recognised limitation
+  or exception to infringement of copyright or other applicable laws. 
+
+6.2 This License does not affect any rights of lawful users to Extract
+and Re-utilise insubstantial parts of the Contents, evaluated
+quantitatively or qualitatively, for any purposes whatsoever, including
+creating a Derivative Database (subject to other rights over the
+Contents, see Section 2.4). The repeated and systematic Extraction or
+Re-utilisation of insubstantial parts of the Contents may however amount
+to the Extraction or Re-utilisation of a Substantial part of the
+Contents.
+
+### 7.0 Warranties and Disclaimer
+
+7.1 The Database is licensed by the Licensor "as is" and without any
+warranty of any kind, either express, implied, or arising by statute,
+custom, course of dealing, or trade usage. Licensor specifically
+disclaims any and all implied warranties or conditions of title,
+non-infringement, accuracy or completeness, the presence or absence of
+errors, fitness for a particular purpose, merchantability, or otherwise.
+Some jurisdictions do not allow the exclusion of implied warranties, so
+this exclusion may not apply to You.
+
+### 8.0 Limitation of liability
+
+8.1 Subject to any liability that may not be excluded or limited by law,
+the Licensor is not liable for, and expressly excludes, all liability
+for loss or damage however and whenever caused to anyone by any use
+under this License, whether by You or by anyone else, and whether caused
+by any fault on the part of the Licensor or not. This exclusion of
+liability includes, but is not limited to, any special, incidental,
+consequential, punitive, or exemplary damages such as loss of revenue,
+data, anticipated profits, and lost business. This exclusion applies
+even if the Licensor has been advised of the possibility of such
+damages.
+
+8.2 If liability may not be excluded by law, it is limited to actual and
+direct financial loss to the extent it is caused by proved negligence on
+the part of the Licensor.
+
+### 9.0 Termination of Your rights under this License
+
+9.1 Any breach by You of the terms and conditions of this License
+automatically terminates this License with immediate effect and without
+notice to You. For the avoidance of doubt, Persons who have received the
+Database, the whole or a Substantial part of the Contents, Derivative
+Databases, or the Database as part of a Collective Database from You
+under this License will not have their licenses terminated provided
+their use is in full compliance with this License or a license granted
+under Section 4.8 of this License.  Sections 1, 2, 7, 8, 9 and 10 will
+survive any termination of this License.
+
+9.2 If You are not in breach of the terms of this License, the Licensor
+will not terminate Your rights under it. 
+
+9.3 Unless terminated under Section 9.1, this License is granted to You
+for the duration of applicable rights in the Database. 
+
+9.4 Reinstatement of rights. If you cease any breach of the terms and
+conditions of this License, then your full rights under this License
+will be reinstated:
+
+  a. Provisionally and subject to permanent termination until the 60th
+  day after cessation of breach; 
+
+  b. Permanently on the 60th day after cessation of breach unless
+  otherwise reasonably notified by the Licensor; or
+
+  c.  Permanently if reasonably notified by the Licensor of the
+  violation, this is the first time You have received notice of
+  violation of this License from  the Licensor, and You cure the
+  violation prior to 30 days after your receipt of the notice.
+
+Persons subject to permanent termination of rights are not eligible to
+be a recipient and receive a license under Section 4.8.
+
+9.5 Notwithstanding the above, Licensor reserves the right to release
+the Database under different license terms or to stop distributing or
+making available the Database. Releasing the Database under different
+license terms or stopping the distribution of the Database will not
+withdraw this License (or any other license that has been, or is
+required to be, granted under the terms of this License), and this
+License will continue in full force and effect unless terminated as
+stated above.
+
+### 10.0 General
+
+10.1 If any provision of this License is held to be invalid or
+unenforceable, that must not affect the validity or enforceability of
+the remainder of the terms and conditions of this License and each
+remaining provision of this License shall be valid and enforced to the
+fullest extent permitted by law. 
+
+10.2 This License is the entire agreement between the parties with
+respect to the rights granted here over the Database. It replaces any
+earlier understandings, agreements or representations with respect to
+the Database. 
+
+10.3 If You are in breach of the terms of this License, You will not be
+entitled to rely on the terms of this License or to complain of any
+breach by the Licensor. 
+
+10.4 Choice of law. This License takes effect in and will be governed by
+the laws of the relevant jurisdiction in which the License terms are
+sought to be enforced. If the standard suite of rights granted under
+applicable copyright law and Database Rights in the relevant
+jurisdiction includes additional rights not granted under this License,
+these additional rights are granted in this License in order to meet the
+terms of this License.```
+
+
+
+
+# UD Portuguese Bosque v2.5
+
+* Author: Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André
+* URL: https://github.com/UniversalDependencies/UD_Portuguese-Bosque
+* License: CC BY-SA 4.0
+
+```
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
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+  a. Adapted Material means material subject to Copyright and Similar
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+
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+
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+
+=======================================================================
+
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+```
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+
+
+
+# WikiNER
+
+* Author: Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran
+* URL: https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500
+* License: CC BY 4.0
+
+```
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+
+
+
+

README.md

@@ -0,0 +1,106 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- pt
+license: CC-BY-SA-4.0
+model-index:
+- name: pt_core_news_sm
+  results:
+  - tasks:
+      name: NER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.8790470012
+      - name: Recall
+        type: recall
+        value: 0.8800503808
+      - name: F Score
+        type: f_score
+        value: 0.8795484049
+  - tasks:
+      name: POS
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8902867898
+  - tasks:
+      name: SENTER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.9238474107
+      - name: Recall
+        type: recall
+        value: 0.9556527171
+      - name: F Score
+        type: f_score
+        value: 0.9394809557
+  - tasks:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8884152313
+  - tasks:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8884152313
+---
+### Details: https://spacy.io/models/pt#pt_core_news_sm
+
+Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `pt_core_news_sm` |
+| **Version** | `3.1.0` |
+| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | [Lemmatization Lists](https://github.com/michmech/lemmatization-lists/) (Michal Měchura)<br />[UD Portuguese Bosque v2.5](https://github.com/UniversalDependencies/UD_Portuguese-Bosque) (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran) |
+| **License** | `CC BY-SA 4.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (592 labels for 4 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Number=Sing\|POS=PROPN`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PUNCT`, `NumType=Card\|POS=NUM`, `POS=ADV`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part`, `POS=ADP`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=SCONJ`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=PROPN`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|Polarity=Neg`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `POS=AUX\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `POS=VERB\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Gender=Masc\|Number=Plur\|POS=PROPN`, `Number=Plur\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Art`, `POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `NumType=Ord\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Unsp\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=VERB\|VerbForm=Part`, `Gender=Masc\|NumType=Mult\|Number=Sing\|POS=NUM`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=PROPN\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=AUX\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Rel`, `Number=Sing\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|NumType=Frac\|Number=Sing\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=VERB\|Person=3\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Definite=Def\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Unsp\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `POS=AUX`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `POS=INTJ`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Gender=Unsp\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Unsp\|POS=PRON\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Emp`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Unsp\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=ADJ`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=AUX\|Person=3\|VerbForm=Inf`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PART`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Unsp\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Plur\|POS=VERB\|Person=1\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Gender=Masc\|POS=ADJ`, `POS=NOUN`, `POS=AUX\|VerbForm=Ger`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=NOUN`, `Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=PROPN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Emp`, `Gender=Unsp\|POS=PRON\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Case=Acc\|Gender=Masc\|POS=PRON\|PronType=Prs`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Rel`, `POS=VERB\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Part`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=PROPN\|PronType=Art`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pqp\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=AUX\|Person=1\|Tense=Past`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Unsp\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=X`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=SCONJ`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Gender=Fem\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `POS=ADP\|PronType=Dem`, `Definite=Def\|Gender=Fem\|POS=ADP\|PronType=Art`, `POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADP\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `POS=DET`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Emp`, `Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Art`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=AUX\|Person=1\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Ind`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=3\|VerbForm=Inf\|Voice=Pass`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Gender=Unsp\|Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem,Masc\|Number=Sing\|POS=PROPN`, `Gender=Unsp\|Number=Unsp\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=NUM`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Dem`, `POS=SYM`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pqp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=X`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|NumType=Sets\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Unsp\|POS=AUX\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Unsp\|Number=Plur\|POS=PRON\|PronType=Int`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Prs`, `Number=Sing\|POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=SCONJ\|PronType=Art`, `Number=Sing\|POS=VERB`, `Number=Sing\|POS=DET`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin\|Voice=Pass`, `NumType=Mult\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PRON\|PronType=Dem`, `Mood=Ind\|POS=VERB\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Unsp\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Sing\|POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Number=Unsp\|POS=ADP\|PronType=Art`, `Gender=Masc\|Number=Unsp\|POS=NOUN`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=SCONJ\|PronType=Art`, `POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Gender=Unsp\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Unsp\|Number=Sing\|POS=DET\|PronType=Rel`, `Gender=Fem\|Number=Plur\|POS=VERB`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Gender=Unsp\|Number=Sing\|POS=DET\|PronType=Tot`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Range\|POS=NUM`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Gender=Unsp\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Fut\|VerbForm=Fin`, `Number=Unsp\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Masc\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Number=Sing\|POS=VERB\|Person=1\|VerbForm=Inf\|Voice=Pass`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=SCONJ\|PronType=Dem`, `NumType=Frac\|POS=NUM`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADV\|PronType=Rel`, `Case=Acc\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Mood=Cnd\|POS=VERB\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf\|Voice=Pass`, `POS=VERB\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Unsp\|Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Number=Sing\|POS=X`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Gender=Masc\|Number=Sing\|POS=ADV\|PronType=Int`, `Case=Dat\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `POS=VERB`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc,Dat\|Gender=Fem,Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Unsp\|Number=Unsp\|POS=ADV\|PronType=Int`, `Gender=Unsp\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `POS=PROPN`, `Case=Acc\|Gender=Masc\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|POS=AUX\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Fem\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Dat\|Gender=Unsp\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=X`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Fem\|POS=DET\|PronType=Art`, `Gender=Unsp\|Number=Sing\|POS=ADV`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Pqp\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Unsp\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=VERB`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=PROPN\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=VERB`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pqp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=ADV\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin\|Voice=Pass`, `POS=DET\|PronType=Ind`, `POS=SCONJ\|VerbForm=Ger`, `Mood=Cnd\|Number=Sing\|POS=VERB\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=VERB`, `Mood=Sub\|Number=Sing\|POS=VERB\|Tense=Fut\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|POS=PRON\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|POS=PROPN`, `Gender=Fem\|Number=Plur\|POS=DET`, `NumType=Ord\|POS=NUM`, `POS=DET\|PronType=Int`, `Case=Acc\|Gender=Unsp\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `POS=PART`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `Case=Acc\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|VerbForm=Inf`, `NumType=Card\|POS=ADP`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pqp\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Case=Acc\|Gender=Unsp\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=SCONJ\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Imp\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Art`, `Case=Dat\|Gender=Unsp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `expl`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `xcomp` |
+| **`senter`** | `I`, `S` |
+| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_ACC` | 100.00 |
+| `TAG_ACC` | 89.03 |
+| `POS_ACC` | 96.46 |
+| `MORPH_ACC` | 94.97 |
+| `LEMMA_ACC` | 76.80 |
+| `DEP_UAS` | 88.84 |
+| `DEP_LAS` | 84.41 |
+| `SENTS_P` | 92.38 |
+| `SENTS_R` | 95.57 |
+| `SENTS_F` | 93.95 |
+| `ENTS_P` | 87.90 |
+| `ENTS_R` | 88.01 |
+| `ENTS_F` | 87.95 |

accuracy.json

@@ -0,0 +1,287 @@
+{
+  "token_acc": 1.0,
+  "tag_acc": 0.8902867898,
+  "pos_acc": 0.9645846748,
+  "morph_acc": 0.9496780584,
+  "lemma_acc": 0.767988907,
+  "dep_uas": 0.8884152313,
+  "dep_las": 0.844124424,
+  "sents_p": 0.9238474107,
+  "sents_r": 0.9556527171,
+  "sents_f": 0.9394809557,
+  "speed": 11674.1046587064,
+  "morph_per_feat": {
+    "Mood": {
+      "p": 0.9670731707,
+      "r": 0.9588875453,
+      "f": 0.962962963
+    },
+    "Number": {
+      "p": 0.9924906133,
+      "r": 0.9881619938,
+      "f": 0.9903215735
+    },
+    "Person": {
+      "p": 0.9647058824,
+      "r": 0.9626467449,
+      "f": 0.9636752137
+    },
+    "Tense": {
+      "p": 0.9193341869,
+      "r": 0.9447368421,
+      "f": 0.931862427
+    },
+    "VerbForm": {
+      "p": 0.9634920635,
+      "r": 0.9619651347,
+      "f": 0.9627279937
+    },
+    "Gender": {
+      "p": 0.9575571346,
+      "r": 0.9489912448,
+      "f": 0.9532549469
+    },
+    "PronType": {
+      "p": 0.9906347555,
+      "r": 0.9844881075,
+      "f": 0.9875518672
+    },
+    "Definite": {
+      "p": 0.9972789116,
+      "r": 0.9945725916,
+      "f": 0.995923913
+    },
+    "NumType": {
+      "p": 0.9706840391,
+      "r": 0.9738562092,
+      "f": 0.9722675367
+    },
+    "Voice": {
+      "p": 0.9146341463,
+      "r": 0.8823529412,
+      "f": 0.8982035928
+    },
+    "Polarity": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    },
+    "Case": {
+      "p": 0.92,
+      "r": 0.9387755102,
+      "f": 0.9292929293
+    }
+  },
+  "dep_las_per_type": {
+    "cop": {
+      "p": 0.8376623377,
+      "r": 0.9214285714,
+      "f": 0.8775510204
+    },
+    "root": {
+      "p": 0.8990990991,
+      "r": 0.8910714286,
+      "f": 0.8950672646
+    },
+    "det": {
+      "p": 0.9636563877,
+      "r": 0.9636563877,
+      "f": 0.9636563877
+    },
+    "amod": {
+      "p": 0.9261083744,
+      "r": 0.9170731707,
+      "f": 0.9215686275
+    },
+    "nsubj": {
+      "p": 0.8385964912,
+      "r": 0.8327526132,
+      "f": 0.8356643357
+    },
+    "case": {
+      "p": 0.9751434034,
+      "r": 0.9788867562,
+      "f": 0.9770114943
+    },
+    "nmod": {
+      "p": 0.7982551799,
+      "r": 0.8142380423,
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+}

config.cfg

@@ -0,0 +1,262 @@
+[paths]
+train = "corpus/pt-dep-news/train.spacy"
+dev = "corpus/pt-dep-news/dev.spacy"
+vectors = null
+raw = null
+init_tok2vec = null
+vocab_data = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "pt"
+pipeline = ["tok2vec","morphologizer","parser","senter","attribute_ruler","lemmatizer","ner"]
+disabled = ["senter"]
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+batch_size = 256
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+
+[components]
+
+[components.attribute_ruler]
+factory = "attribute_ruler"
+validate = false
+
+[components.lemmatizer]
+factory = "lemmatizer"
+mode = "lookup"
+model = null
+overwrite = false
+
+[components.morphologizer]
+factory = "morphologizer"
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.morphologizer.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode:width}
+upstream = "tok2vec"
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.ner.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 96
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [5000,2500,2500,2500]
+include_static_vectors = false
+
+[components.ner.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 30
+moves = null
+update_with_oracle_cut_size = 100
+
+[components.parser.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "parser"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode:width}
+upstream = "tok2vec"
+
+[components.senter]
+factory = "senter"
+
+[components.senter.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.senter.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.senter.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 16
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [1000,500,500,500]
+include_static_vectors = false
+
+[components.senter.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 16
+depth = 2
+window_size = 1
+maxout_pieces = 2
+
+[components.tok2vec]
+factory = "tok2vec"
+
+[components.tok2vec.model]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.tok2vec.model.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = ${components.tok2vec.model.encode:width}
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
+rows = [5000,2500,2500,2500]
+include_static_vectors = false
+
+[components.tok2vec.model.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+limit = 0
+max_length = 0
+path = ${paths:dev}
+gold_preproc = false
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths:train}
+max_length = 5000
+gold_preproc = false
+limit = 0
+
+[corpora.train.augmenter]
+@augmenters = "spacy.lower_case.v1"
+level = 0.1
+
+[training]
+train_corpus = "corpora.train"
+dev_corpus = "corpora.dev"
+seed = ${system:seed}
+gpu_allocator = ${system:gpu_allocator}
+dropout = 0.1
+accumulate_gradient = 1
+patience = 5000
+max_epochs = 0
+max_steps = 0
+eval_frequency = 1000
+frozen_components = []
+before_to_disk = null
+annotating_components = []
+
+[training.batcher]
+@batchers = "spacy.batch_by_words.v1"
+discard_oversize = false
+tolerance = 0.2
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.WandbLogger.v1"
+project_name = "spacy-v3.0.0a2"
+remove_config_values = []
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = true
+eps = 0.00000001
+learn_rate = 0.001
+
+[training.score_weights]
+pos_acc = 0.08
+morph_acc = 0.08
+morph_per_feat = null
+dep_uas = 0.0
+dep_las = 0.16
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.02
+lemma_acc = 0.33
+ents_f = 0.33
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vocab_data = ${paths.vocab_data}
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.components.morphologizer]
+
+[initialize.components.morphologizer.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/morphologizer.json"
+require = false
+
+[initialize.components.ner]
+
+[initialize.components.ner.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/ner.json"
+require = false
+
+[initialize.components.parser]
+
+[initialize.components.parser.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/parser.json"
+require = false
+
+[initialize.lookups]
+@misc = "spacy.LookupsDataLoader.v1"
+lang = ${nlp.lang}
+tables = ["lexeme_norm"]
+
+[initialize.tokenizer]

lemmatizer/lookups/lookups.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:c6562376075f128bb7fe2a0d25e368807a47c08a472f72dc803b7943cbbaa2ba
+size 15533374

meta.json

@@ -0,0 +1,959 @@
+{
+  "lang":"pt",
+  "name":"core_news_sm",
+  "version":"3.1.0",
+  "description":"Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "url":"https://explosion.ai",
+  "license":"CC BY-SA 4.0",
+  "spacy_version":">=3.1.0,<3.2.0",
+  "spacy_git_version":"caba63b74",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "morphologizer":[
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "Gender=Masc|Number=Sing|POS=ADJ",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=PROPN",
+      "Number=Sing|POS=PROPN",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=NOUN",
+      "Definite=Def|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Gender=Fem|Number=Sing|POS=ADJ",
+      "POS=PUNCT",
+      "NumType=Card|POS=NUM",
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+      "Gender=Fem|Number=Plur|POS=NOUN",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=PROPN",
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+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "POS=SCONJ",
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+      "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=ADJ",
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+      "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=PROPN",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "POS=ADV|Polarity=Neg",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Art",
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+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Tot",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part",
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+      "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Prs",
+      "Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=NOUN",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "POS=AUX|VerbForm=Inf",
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+      "Gender=Fem|Number=Plur|POS=DET|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
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+      "Number=Sing|POS=VERB|Person=3|VerbForm=Inf",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
+      "POS=AUX|VerbForm=Part",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Unsp|Number=Sing|POS=PRON|PronType=Rel",
+      "Number=Sing|POS=DET|PronType=Art",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|NumType=Frac|Number=Sing|POS=NUM",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=PRON|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADP|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Number=Plur|POS=VERB|Person=3|VerbForm=Inf",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=SCONJ|PronType=Art",
+      "Definite=Def|POS=SCONJ|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Unsp|POS=PRON|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "POS=AUX",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=ADP|PronType=Art",
+      "POS=INTJ",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Emp",
+      "Case=Acc|Gender=Unsp|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Unsp|POS=PRON|PronType=Ind",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Masc|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Emp",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Case=Acc|Gender=Unsp|POS=VERB|PronType=Prs|VerbForm=Ger",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=ADJ",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Tot",
+      "Gender=Masc|Number=Plur|POS=ADP|PronType=Dem",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=AUX|Person=3|VerbForm=Inf",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Plur|POS=ADP|PronType=Dem",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PART",
+      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Unsp|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Masc|Number=Sing|POS=ADV",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Neg",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|POS=DET|PronType=Art",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "Number=Plur|POS=VERB|Person=1|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
+      "Gender=Masc|POS=ADJ",
+      "POS=NOUN",
+      "POS=AUX|VerbForm=Ger",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Number=Sing|POS=NOUN",
+      "Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=PROPN",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Emp",
+      "Gender=Unsp|POS=PRON|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Tot",
+      "Case=Acc|Gender=Masc|POS=PRON|PronType=Prs",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Rel",
+      "POS=VERB|VerbForm=Fin",
+      "Gender=Masc|NumType=Card|Number=Sing|POS=NUM",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Neg",
+      "POS=VERB|VerbForm=Inf|Voice=Pass",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Inf",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=PROPN|PronType=Art",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Number=Plur|POS=AUX|Person=1|Tense=Past",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Ind",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Masc|Number=Sing|POS=DET",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Unsp|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=X",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=SCONJ",
+      "Gender=Masc|Number=Sing|POS=PRON",
+      "Gender=Fem|POS=DET|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=NUM",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "POS=ADP|PronType=Dem",
+      "Definite=Def|Gender=Fem|POS=ADP|PronType=Art",
+      "POS=ADP|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=ADP",
+      "Gender=Masc|Number=Sing|POS=ADP|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "POS=DET",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Emp",
+      "Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Art",
+      "Case=Acc|Gender=Masc|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Number=Plur|POS=AUX|Person=1|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Fem|Number=Plur|POS=ADP|PronType=Ind",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=VERB|Person=3|VerbForm=Inf|Voice=Pass",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf",
+      "Gender=Unsp|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem,Masc|Number=Sing|POS=PROPN",
+      "Gender=Unsp|Number=Unsp|POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=NUM",
+      "POS=PRON|PronType=Neg",
+      "Gender=Fem|Number=Sing|POS=SCONJ|PronType=Dem",
+      "POS=SYM",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=X",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|NumType=Sets|Number=Sing|POS=NUM",
+      "Foreign=Yes|POS=NOUN",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Unsp|POS=AUX|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Unsp|Number=Plur|POS=PRON|PronType=Int",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=SCONJ|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Prs",
+      "Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=ADP|PronType=Ind",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art",
+      "Number=Sing|POS=VERB",
+      "Number=Sing|POS=DET",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass",
+      "NumType=Mult|POS=NUM",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
+      "POS=PRON|PronType=Dem",
+      "Mood=Ind|POS=VERB|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "NumType=Card|Number=Plur|POS=NUM",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Fem|Number=Sing|POS=NUM",
+      "Case=Acc|Gender=Unsp|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Gender=Masc|Number=Sing|POS=ADV|Polarity=Neg",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=VERB|Person=1|VerbForm=Inf",
+      "Definite=Def|Gender=Masc|Number=Unsp|POS=ADP|PronType=Art",
+      "Gender=Masc|Number=Unsp|POS=NOUN",
+      "Gender=Masc|NumType=Ord|Number=Sing|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=SCONJ|PronType=Art",
+      "POS=ADJ",
+      "Gender=Fem|Number=Sing|POS=ADV|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Gender=Unsp|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Unsp|Number=Sing|POS=DET|PronType=Rel",
+      "Gender=Fem|Number=Plur|POS=VERB",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Gender=Unsp|Number=Sing|POS=DET|PronType=Tot",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "NumType=Range|POS=NUM",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Gender=Unsp|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Sub|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin",
+      "Number=Unsp|POS=PRON|PronType=Ind",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Masc|POS=NOUN",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Number=Sing|POS=VERB|Person=1|VerbForm=Inf|Voice=Pass",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=SCONJ|PronType=Dem",
+      "NumType=Frac|POS=NUM",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADP|PronType=Ind",
+      "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=ADV|PronType=Rel",
+      "Case=Acc|POS=VERB|PronType=Prs|VerbForm=Ger",
+      "Mood=Cnd|POS=VERB|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=ADP|PronType=Ind",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf|Voice=Pass",
+      "POS=VERB|VerbForm=Part|Voice=Pass",
+      "Case=Dat|Gender=Unsp|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Number=Sing|POS=X",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Gender=Masc|Number=Sing|POS=ADV|PronType=Int",
+      "Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "POS=VERB",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc,Dat|Gender=Fem,Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Unsp|Number=Unsp|POS=ADV|PronType=Int",
+      "Gender=Unsp|Number=Sing|POS=ADV|PronType=Ind",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin",
+      "POS=PROPN",
+      "Case=Acc|Gender=Masc|POS=AUX|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Fem|POS=AUX|PronType=Prs|VerbForm=Ger",
+      "Case=Acc|Gender=Fem|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Case=Dat|Gender=Unsp|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf",
+      "Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=X",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Definite=Ind|Gender=Fem|POS=DET|PronType=Art",
+      "Gender=Unsp|Number=Sing|POS=ADV",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Mood=Ind|Number=Sing|POS=VERB|Tense=Pqp|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Unsp|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=VERB",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=PROPN|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=VERB",
+      "Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=ADV|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=DET",
+      "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass",
+      "POS=DET|PronType=Ind",
+      "POS=SCONJ|VerbForm=Ger",
+      "Mood=Cnd|Number=Sing|POS=VERB|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=VERB",
+      "Mood=Sub|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Fin",
+      "Case=Acc|Gender=Fem|POS=PRON|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Gender=Masc|POS=PROPN",
+      "Gender=Fem|Number=Plur|POS=DET",
+      "NumType=Ord|POS=NUM",
+      "POS=DET|PronType=Int",
+      "Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
+      "POS=PART",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
+      "Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf",
+      "NumType=Card|POS=ADP",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Masc|Number=Sing|POS=ADP|PronType=Rel",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Case=Acc|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=SCONJ|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art",
+      "Case=Dat|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "ccomp",
+      "compound",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "discourse",
+      "expl",
+      "fixed",
+      "flat",
+      "flat:foreign",
+      "flat:name",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:agent",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ],
+    "senter":[
+      "I",
+      "S"
+    ],
+    "attribute_ruler":[
+
+    ],
+    "lemmatizer":[
+
+    ],
+    "ner":[
+      "LOC",
+      "MISC",
+      "ORG",
+      "PER"
+    ]
+  },
+  "pipeline":[
+    "tok2vec",
+    "morphologizer",
+    "parser",
+    "attribute_ruler",
+    "lemmatizer",
+    "ner"
+  ],
+  "components":[
+    "tok2vec",
+    "morphologizer",
+    "parser",
+    "senter",
+    "attribute_ruler",
+    "lemmatizer",
+    "ner"
+  ],
+  "disabled":[
+    "senter"
+  ],
+  "performance":{
+    "token_acc":1.0,
+    "tag_acc":0.8902867898,
+    "pos_acc":0.9645846748,
+    "morph_acc":0.9496780584,
+    "lemma_acc":0.767988907,
+    "dep_uas":0.8884152313,
+    "dep_las":0.844124424,
+    "sents_p":0.9238474107,
+    "sents_r":0.9556527171,
+    "sents_f":0.9394809557,
+    "speed":11674.1046587064,
+    "morph_per_feat":{
+      "Mood":{
+        "p":0.9670731707,
+        "r":0.9588875453,
+        "f":0.962962963
+      },
+      "Number":{
+        "p":0.9924906133,
+        "r":0.9881619938,
+        "f":0.9903215735
+      },
+      "Person":{
+        "p":0.9647058824,
+        "r":0.9626467449,
+        "f":0.9636752137
+      },
+      "Tense":{
+        "p":0.9193341869,
+        "r":0.9447368421,
+        "f":0.931862427
+      },
+      "VerbForm":{
+        "p":0.9634920635,
+        "r":0.9619651347,
+        "f":0.9627279937
+      },
+      "Gender":{
+        "p":0.9575571346,
+        "r":0.9489912448,
+        "f":0.9532549469
+      },
+      "PronType":{
+        "p":0.9906347555,
+        "r":0.9844881075,
+        "f":0.9875518672
+      },
+      "Definite":{
+        "p":0.9972789116,
+        "r":0.9945725916,
+        "f":0.995923913
+      },
+      "NumType":{
+        "p":0.9706840391,
+        "r":0.9738562092,
+        "f":0.9722675367
+      },
+      "Voice":{
+        "p":0.9146341463,
+        "r":0.8823529412,
+        "f":0.8982035928
+      },
+      "Polarity":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Case":{
+        "p":0.92,
+        "r":0.9387755102,
+        "f":0.9292929293
+      }
+    },
+    "dep_las_per_type":{
+      "cop":{
+        "p":0.8376623377,
+        "r":0.9214285714,
+        "f":0.8775510204
+      },
+      "root":{
+        "p":0.8990990991,
+        "r":0.8910714286,
+        "f":0.8950672646
+      },
+      "det":{
+        "p":0.9636563877,
+        "r":0.9636563877,
+        "f":0.9636563877
+      },
+      "amod":{
+        "p":0.9261083744,
+        "r":0.9170731707,
+        "f":0.9215686275
+      },
+      "nsubj":{
+        "p":0.8385964912,
+        "r":0.8327526132,
+        "f":0.8356643357
+      },
+      "case":{
+        "p":0.9751434034,
+        "r":0.9788867562,
+        "f":0.9770114943
+      },
+      "nmod":{
+        "p":0.7982551799,
+        "r":0.8142380423,
+        "f":0.8061674009
+      },
+      "flat:name":{
+        "p":0.8513513514,
+        "r":0.9064748201,
+        "f":0.8780487805
+      },
+      "acl":{
+        "p":0.6666666667,
+        "r":0.6260869565,
+        "f":0.6457399103
+      },
+      "advmod":{
+        "p":0.7902298851,
+        "r":0.787965616,
+        "f":0.7890961263
+      },
+      "obl":{
+        "p":0.6356275304,
+        "r":0.6474226804,
+        "f":0.6414708887
+      },
+      "conj":{
+        "p":0.5770750988,
+        "r":0.5551330798,
+        "f":0.5658914729
+      },
+      "cc":{
+        "p":0.8691983122,
+        "r":0.8917748918,
+        "f":0.8803418803
+      },
+      "compound":{
+        "p":1.0,
+        "r":0.2857142857,
+        "f":0.4444444444
+      },
+      "obj":{
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+    {
+      "name":"Lemmatization Lists",
+      "url":"https://github.com/michmech/lemmatization-lists/",
+      "license":"ODbL",
+      "author":"Michal M\u011bchura"
+    },
+    {
+      "name":"UD Portuguese Bosque v2.5",
+      "url":"https://github.com/UniversalDependencies/UD_Portuguese-Bosque",
+      "license":"CC BY-SA 4.0",
+      "author":"Rademaker, Alexandre; Freitas, Cl\u00e1udia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mare\u010dek, David; Silveira, Natalia; Martins, Andr\u00e9"
+    },
+    {
+      "name":"WikiNER",
+      "url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500",
+      "license":"CC BY 4.0",
+      "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran"
+    }
+  ],
+  "requirements":[
+
+  ]
+}

ner/cfg

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+{
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+  ],
+  "min_action_freq":1,
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+  "beam_width":1,
+  "beam_density":0.0,
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+}

ner/moves

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parser/cfg

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+{
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+}

parser/moves

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pt_core_news_sm-any-py3-none-any.whl

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senter/cfg

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tok2vec/cfg

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