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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+
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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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+  c. BY-SA Compatible License means a license listed at
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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
+          are, or that Your use of the Licensed Material is, connected
+          with, or sponsored, endorsed, or granted official status by,
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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:
+
+            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
+          hyperlink to a resource that includes the required
+          information.
+
+       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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+  b. if You include all or a substantial portion of the database
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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 +1,1123 @@
+# 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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+```
+
+
+
+
+# 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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+
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+Sections 1, 5, 6, 7, and 8 survive termination of this Public License.
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+
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+Section 8 – Interpretation.
+
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+To the extent possible, if any provision of this Public License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions.
+No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor.
+Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority.```
+
+
+
+
+# Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)
+
+* Author: Explosion
+* URL: https://spacy.io
+* License: CC0
+
+```
+The laws of most jurisdictions throughout the world automatically confer exclusive Copyright and Related Rights (defined below) upon the creator and subsequent owner(s) (each and all, an "owner") of an original work of authorship and/or a database (each, a "Work").
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+
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+Affirmer understands and acknowledges that Creative Commons is not a party to this document and has no duty or obligation with respect to this CC0 or use of the Work.```
+
+
+
+

README.md

@@ -0,0 +1,106 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- pt
+license: CC-BY-SA-4.0
+model-index:
+- name: pt_core_news_md
+  results:
+  - tasks:
+      name: NER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.8939726457
+      - name: Recall
+        type: recall
+        value: 0.8978607837
+      - name: F Score
+        type: f_score
+        value: 0.8959124962
+  - tasks:
+      name: POS
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.8957353014
+  - tasks:
+      name: SENTER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.9301244457
+      - name: Recall
+        type: recall
+        value: 0.9556527171
+      - name: F Score
+        type: f_score
+        value: 0.9427157899
+  - tasks:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9016761707
+  - tasks:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9016761707
+---
+### Details: https://spacy.io/models/pt#pt_core_news_md
+
+Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `pt_core_news_md` |
+| **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** | 500000 keys, 20000 unique vectors (300 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)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **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` | 89.57 |
+| `POS_ACC` | 96.99 |
+| `MORPH_ACC` | 95.50 |
+| `LEMMA_ACC` | 76.80 |
+| `DEP_UAS` | 90.17 |
+| `DEP_LAS` | 86.33 |
+| `SENTS_P` | 93.01 |
+| `SENTS_R` | 95.57 |
+| `SENTS_F` | 94.27 |
+| `ENTS_P` | 89.40 |
+| `ENTS_R` | 89.79 |
+| `ENTS_F` | 89.59 |

accuracy.json

@@ -0,0 +1,287 @@
+{
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+  "ents_p": 0.8939726457,
+  "ents_r": 0.8978607837,
+  "ents_f": 0.8959124962,
+  "ents_per_type": {
+    "LOC": {
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+      "r": 0.9264416315,
+      "f": 0.920438071
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+    "PER": {
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+      "f": 0.9146463802
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+    "ORG": {
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+      "f": 0.8372093023
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+    "MISC": {
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+      "r": 0.7681111479,
+      "f": 0.783334739
+    }
+  }
+}

config.cfg

@@ -0,0 +1,262 @@
+[paths]
+train = "corpus/pt-dep-news/train.spacy"
+dev = "corpus/pt-dep-news/dev.spacy"
+vectors = "corpus/pt_vectors"
+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 = true
+
+[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 = true
+
+[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 = true
+
+[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

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6562376075f128bb7fe2a0d25e368807a47c08a472f72dc803b7943cbbaa2ba
+size 15533374

meta.json

@@ -0,0 +1,965 @@
+{
+  "lang":"pt",
+  "name":"core_news_md",
+  "version":"3.1.0",
+  "description":"Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
+  "author":"Explosion",
+  "email":"[email protected]",
+  "url":"https://explosion.ai",
+  "license":"CC BY-SA 4.0",
+  "spacy_version":">=3.1.0,<3.2.0",
+  "spacy_git_version":"caba63b74",
+  "vectors":{
+    "width":300,
+    "vectors":20000,
+    "keys":500000,
+    "name":"pt_vectors"
+  },
+  "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",
+      "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",
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+      "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
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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",
+      "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",
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+      "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",
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+      "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",
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+      "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"
+    ],
+    "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":0.8957353014,
+    "pos_acc":0.9699341225,
+    "morph_acc":0.9550272412,
+    "lemma_acc":0.767988907,
+    "dep_uas":0.9016761707,
+    "dep_las":0.8632646009,
+    "sents_p":0.9301244457,
+    "sents_r":0.9556527171,
+    "sents_f":0.9427157899,
+    "speed":11891.4470162299,
+    "morph_per_feat":{
+      "Mood":{
+        "p":0.9805352798,
+        "r":0.9746070133,
+        "f":0.9775621589
+      },
+      "Number":{
+        "p":0.9921679198,
+        "r":0.9866043614,
+        "f":0.9893783193
+      },
+      "Person":{
+        "p":0.973204716,
+        "r":0.9690501601,
+        "f":0.9711229947
+      },
+      "Tense":{
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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"
+    },
+    {
+      "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)",
+      "url":"https://spacy.io",
+      "license":"CC0",
+      "author":"Explosion"
+    }
+  ],
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+  ]
+}

ner/cfg

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+{
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+}

ner/moves

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parser/cfg

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+}

parser/moves

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pt_core_news_md-any-py3-none-any.whl

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senter/cfg

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tok2vec/cfg

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