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

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LICENSES_SOURCES

@@ -0,0 +1,1056 @@
+# UD Italian ISDT v2.5
+
+* Author: Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria
+* URL: https://github.com/UniversalDependencies/UD_Italian-ISDT
+* License: CC BY-NC-SA 3.0
+
+```
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+    work, performance or phonogram, the synchronization of the Work in
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+such modifications as are technically necessary to exercise the rights in
+other media and formats. Subject to Section 8(f), all rights not expressly
+granted by Licensor are hereby reserved, including but not limited to the
+rights described in Section 4(e).
+
+4. Restrictions. The license granted in Section 3 above is expressly made
+subject to and limited by the following restrictions:
+
+ a. You may Distribute or Publicly Perform the Work only under the terms
+    of this License. You must include a copy of, or the Uniform Resource
+    Identifier (URI) for, this License with every copy of the Work You
+    Distribute or Publicly Perform. You may not offer or impose any terms
+    on the Work that restrict the terms of this License or the ability of
+    the recipient of the Work to exercise the rights granted to that
+    recipient under the terms of the License. You may not sublicense the
+    Work. You must keep intact all notices that refer to this License and
+    to the disclaimer of warranties with every copy of the Work You
+    Distribute or Publicly Perform. When You Distribute or Publicly
+    Perform the Work, You may not impose any effective technological
+    measures on the Work that restrict the ability of a recipient of the
+    Work from You to exercise the rights granted to that recipient under
+    the terms of the License. This Section 4(a) applies to the Work as
+    incorporated in a Collection, but this does not require the Collection
+    apart from the Work itself to be made subject to the terms of this
+    License. If You create a Collection, upon notice from any Licensor You
+    must, to the extent practicable, remove from the Collection any credit
+    as required by Section 4(d), as requested. If You create an
+    Adaptation, upon notice from any Licensor You must, to the extent
+    practicable, remove from the Adaptation any credit as required by
+    Section 4(d), as requested.
+ b. You may Distribute or Publicly Perform an Adaptation only under: (i)
+    the terms of this License; (ii) a later version of this License with
+    the same License Elements as this License; (iii) a Creative Commons
+    jurisdiction license (either this or a later license version) that
+    contains the same License Elements as this License (e.g.,
+    Attribution-NonCommercial-ShareAlike 3.0 US) ("Applicable License").
+    You must include a copy of, or the URI, for Applicable License with
+    every copy of each Adaptation You Distribute or Publicly Perform. You
+    may not offer or impose any terms on the Adaptation that restrict the
+    terms of the Applicable License or the ability of the recipient of the
+    Adaptation to exercise the rights granted to that recipient under the
+    terms of the Applicable License. You must keep intact all notices that
+    refer to the Applicable License and to the disclaimer of warranties
+    with every copy of the Work as included in the Adaptation You
+    Distribute or Publicly Perform. When You Distribute or Publicly
+    Perform the Adaptation, You may not impose any effective technological
+    measures on the Adaptation that restrict the ability of a recipient of
+    the Adaptation from You to exercise the rights granted to that
+    recipient under the terms of the Applicable License. This Section 4(b)
+    applies to the Adaptation as incorporated in a Collection, but this
+    does not require the Collection apart from the Adaptation itself to be
+    made subject to the terms of the Applicable License.
+ c. You may not exercise any of the rights granted to You in Section 3
+    above in any manner that is primarily intended for or directed toward
+    commercial advantage or private monetary compensation. The exchange of
+    the Work for other copyrighted works by means of digital file-sharing
+    or otherwise shall not be considered to be intended for or directed
+    toward commercial advantage or private monetary compensation, provided
+    there is no payment of any monetary compensation in con-nection with
+    the exchange of copyrighted works.
+ d. If You Distribute, or Publicly Perform the Work or any Adaptations or
+    Collections, You must, unless a request has been made pursuant to
+    Section 4(a), keep intact all copyright notices for the Work and
+    provide, reasonable to the medium or means You are utilizing: (i) the
+    name of the Original Author (or pseudonym, if applicable) if supplied,
+    and/or if the Original Author and/or Licensor designate another party
+    or parties (e.g., a sponsor institute, publishing entity, journal) for
+    attribution ("Attribution Parties") in Licensor's copyright notice,
+    terms of service or by other reasonable means, the name of such party
+    or parties; (ii) the title of the Work if supplied; (iii) to the
+    extent reasonably practicable, the URI, if any, that Licensor
+    specifies to be associated with the Work, unless such URI does not
+    refer to the copyright notice or licensing information for the Work;
+    and, (iv) consistent with Section 3(b), in the case of an Adaptation,
+    a credit identifying the use of the Work in the Adaptation (e.g.,
+    "French translation of the Work by Original Author," or "Screenplay
+    based on original Work by Original Author"). The credit required by
+    this Section 4(d) may be implemented in any reasonable manner;
+    provided, however, that in the case of a Adaptation or Collection, at
+    a minimum such credit will appear, if a credit for all contributing
+    authors of the Adaptation or Collection appears, then as part of these
+    credits and in a manner at least as prominent as the credits for the
+    other contributing authors. For the avoidance of doubt, You may only
+    use the credit required by this Section for the purpose of attribution
+    in the manner set out above and, by exercising Your rights under this
+    License, You may not implicitly or explicitly assert or imply any
+    connection with, sponsorship or endorsement by the Original Author,
+    Licensor and/or Attribution Parties, as appropriate, of You or Your
+    use of the Work, without the separate, express prior written
+    permission of the Original Author, Licensor and/or Attribution
+    Parties.
+ e. For the avoidance of doubt:
+
+     i. 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;
+    ii. 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 reserves
+        the exclusive right to collect such royalties for any exercise by
+        You of the rights granted under this License if Your exercise of
+        such rights is for a purpose or use which is otherwise than
+        noncommercial as permitted under Section 4(c) and otherwise waives
+        the right to collect royalties through any statutory or compulsory
+        licensing scheme; and,
+   iii. Voluntary License Schemes. The Licensor reserves 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 that is for a
+        purpose or use which is otherwise than noncommercial as permitted
+        under Section 4(c).
+ f. Except as otherwise agreed in writing by the Licensor or as may be
+    otherwise permitted by applicable law, if You Reproduce, Distribute or
+    Publicly Perform the Work either by itself or as part of any
+    Adaptations or Collections, You must not distort, mutilate, modify or
+    take other derogatory action in relation to the Work which would be
+    prejudicial to the Original Author's honor or reputation. Licensor
+    agrees that in those jurisdictions (e.g. Japan), in which any exercise
+    of the right granted in Section 3(b) of this License (the right to
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+    as appropriate, this Section, to the fullest extent permitted by the
+    applicable national law, to enable You to reasonably exercise Your
+    right under Section 3(b) of this License (right to make Adaptations)
+    but not otherwise.
+
+5. Representations, Warranties and Disclaimer
+
+UNLESS OTHERWISE MUTUALLY AGREED TO BY THE PARTIES IN WRITING AND TO THE
+FULLEST EXTENT PERMITTED BY APPLICABLE LAW, LICENSOR OFFERS THE WORK AS-IS
+AND MAKES NO REPRESENTATIONS OR WARRANTIES OF ANY KIND CONCERNING THE
+WORK, EXPRESS, IMPLIED, STATUTORY OR OTHERWISE, INCLUDING, WITHOUT
+LIMITATION, WARRANTIES OF TITLE, MERCHANTABILITY, FITNESS FOR A PARTICULAR
+PURPOSE, NONINFRINGEMENT, OR THE ABSENCE OF LATENT OR OTHER DEFECTS,
+ACCURACY, OR THE PRESENCE OF ABSENCE OF ERRORS, WHETHER OR NOT
+DISCOVERABLE. SOME JURISDICTIONS DO NOT ALLOW THE EXCLUSION OF IMPLIED
+WARRANTIES, SO THIS EXCLUSION MAY NOT APPLY TO YOU.
+
+6. Limitation on Liability. EXCEPT TO THE EXTENT REQUIRED BY APPLICABLE
+LAW, IN NO EVENT WILL LICENSOR BE LIABLE TO YOU ON ANY LEGAL THEORY FOR
+ANY SPECIAL, INCIDENTAL, CONSEQUENTIAL, PUNITIVE OR EXEMPLARY DAMAGES
+ARISING OUT OF THIS LICENSE OR THE USE OF THE WORK, EVEN IF LICENSOR HAS
+BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES.
+
+7. Termination
+
+ a. This License and the rights granted hereunder will terminate
+    automatically upon any breach by You of the terms of this License.
+    Individuals or entities who have received Adaptations or Collections
+    from You under this License, however, will not have their licenses
+    terminated provided such individuals or entities remain in full
+    compliance with those licenses. Sections 1, 2, 5, 6, 7, and 8 will
+    survive any termination of this License.
+ b. Subject to the above terms and conditions, the license granted here is
+    perpetual (for the duration of the applicable copyright in the Work).
+    Notwithstanding the above, Licensor reserves the right to release the
+    Work under different license terms or to stop distributing the Work at
+    any time; provided, however that any such election will not serve to
+    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.
+
+8. Miscellaneous
+
+ a. Each time You Distribute or Publicly Perform the Work or a Collection,
+    the Licensor offers to the recipient a license to the Work on the same
+    terms and conditions as the license granted to You under this License.
+ b. Each time You Distribute or Publicly Perform an Adaptation, Licensor
+    offers to the recipient a license to the original Work on the same
+    terms and conditions as the license granted to You under this License.
+ c. If any provision of this License is invalid or unenforceable under
+    applicable law, it shall not affect the validity or enforceability of
+    the remainder of the terms of this License, and without further action
+    by the parties to this agreement, such provision shall be reformed to
+    the minimum extent necessary to make such provision valid and
+    enforceable.
+ d. No term or provision of this License shall be deemed waived and no
+    breach consented to unless such waiver or consent shall be in writing
+    and signed by the party to be charged with such waiver or consent.
+ e. This License constitutes the entire agreement between the parties with
+    respect to the Work licensed here. There are no understandings,
+    agreements or representations with respect to the Work not specified
+    here. Licensor shall not be bound by any additional provisions that
+    may appear in any communication from You. This License may not be
+    modified without the mutual written agreement of the Licensor and You.
+ f. The rights granted under, and the subject matter referenced, in this
+    License were drafted utilizing the terminology of the Berne Convention
+    for the Protection of Literary and Artistic Works (as amended on
+    September 28, 1979), the Rome Convention of 1961, the WIPO Copyright
+    Treaty of 1996, the WIPO Performances and Phonograms Treaty of 1996
+    and the Universal Copyright Convention (as revised on July 24, 1971).
+    These rights and subject matter take effect in the relevant
+    jurisdiction in which the License terms are sought to be enforced
+    according to the corresponding provisions of the implementation of
+    those treaty provisions in the applicable national law. If the
+    standard suite of rights granted under applicable copyright law
+    includes additional rights not granted under this License, such
+    additional rights are deemed to be included in the License; this
+    License is not intended to restrict the license of any rights under
+    applicable law.
+
+
+Creative Commons Notice
+
+    Creative Commons is not a party to this License, and makes no warranty
+    whatsoever in connection with the Work. Creative Commons will not be
+    liable to You or any party on any legal theory for any damages
+    whatsoever, including without limitation any general, special,
+    incidental or consequential damages arising in connection to this
+    license. Notwithstanding the foregoing two (2) sentences, if Creative
+    Commons has expressly identified itself as the Licensor hereunder, it
+    shall have all rights and obligations of Licensor.
+
+    Except for the limited purpose of indicating to the public that the
+    Work is licensed under the CCPL, Creative Commons does not authorize
+    the use by either party of the trademark "Creative Commons" or any
+    related trademark or logo of Creative Commons without the prior
+    written consent of Creative Commons. Any permitted use will be in
+    compliance with Creative Commons' then-current trademark usage
+    guidelines, as may be published on its website or otherwise made
+    available upon request from time to time. For the avoidance of doubt,
+    this trademark restriction does not form part of this License.
+
+    Creative Commons may be contacted at https://creativecommons.org/.
+
+```
+
+
+
+
+# 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
+
+```
+By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution 4.0 International Public License ("Public License"). To the extent this Public License may be interpreted as a contract, You are granted the Licensed Rights in consideration of Your acceptance of these terms and conditions, and the Licensor grants You such rights in consideration of benefits the Licensor receives from making the Licensed Material available under these terms and conditions.
+
+Section 1 – Definitions.
+
+Adapted Material means material subject to Copyright and Similar Rights that is derived from or based upon the Licensed Material and in which the Licensed Material is translated, altered, arranged, transformed, or otherwise modified in a manner requiring permission under the Copyright and Similar Rights held by the Licensor. For purposes of this Public License, where the Licensed Material is a musical work, performance, or sound recording, Adapted Material is always produced where the Licensed Material is synched in timed relation with a moving image.
+Adapter's License means the license You apply to Your Copyright and Similar Rights in Your contributions to Adapted Material in accordance with the terms and conditions of this Public License.
+Copyright and Similar Rights means copyright and/or similar rights closely related to copyright including, without limitation, performance, broadcast, sound recording, and Sui Generis Database Rights, without regard to how the rights are labeled or categorized. For purposes of this Public License, the rights specified in Section 2(b)(1)-(2) are not Copyright and Similar Rights.
+Effective Technological Measures means those measures that, in the absence of proper authority, may not be circumvented under laws fulfilling obligations under Article 11 of the WIPO Copyright Treaty adopted on December 20, 1996, and/or similar international agreements.
+Exceptions and Limitations means fair use, fair dealing, and/or any other exception or limitation to Copyright and Similar Rights that applies to Your use of the Licensed Material.
+Licensed Material means the artistic or literary work, database, or other material to which the Licensor applied this Public License.
+Licensed Rights means the rights granted to You subject to the terms and conditions of this Public License, which are limited to all Copyright and Similar Rights that apply to Your use of the Licensed Material and that the Licensor has authority to license.
+Licensor means the individual(s) or entity(ies) granting rights under this Public License.
+Share means to provide material to the public by any means or process that requires permission under the Licensed Rights, such as reproduction, public display, public performance, distribution, dissemination, communication, or importation, and to make material available to the public including in ways that members of the public may access the material from a place and at a time individually chosen by them.
+Sui Generis Database Rights means rights other than copyright resulting from Directive 96/9/EC of the European Parliament and of the Council of 11 March 1996 on the legal protection of databases, as amended and/or succeeded, as well as other essentially equivalent rights anywhere in the world.
+You means the individual or entity exercising the Licensed Rights under this Public License. Your has a corresponding meaning.
+Section 2 – Scope.
+
+License grant.
+Subject to the terms and conditions of this Public License, the Licensor hereby grants You a worldwide, royalty-free, non-sublicensable, non-exclusive, irrevocable license to exercise the Licensed Rights in the Licensed Material to:
+reproduce and Share the Licensed Material, in whole or in part; and
+produce, reproduce, and Share Adapted Material.
+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.
+Term. The term of this Public License is specified in Section 6(a).
+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.
+Downstream recipients.
+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 Public License.
+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 Material.
+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, the Licensor or others designated to receive attribution as provided in Section 3(a)(1)(A)(i).
+Other rights.
+
+Moral rights, such as the right of integrity, are not licensed under this Public License, nor are publicity, privacy, and/or other similar personality rights; however, to the extent possible, the Licensor waives and/or agrees not to assert any such rights held by the Licensor to the limited extent necessary to allow You to exercise the Licensed Rights, but not otherwise.
+Patent and trademark rights are not licensed under this Public License.
+To the extent possible, the Licensor waives any right to collect royalties from You for the exercise of the Licensed Rights, whether directly or through a collecting society under any voluntary or waivable statutory or compulsory licensing scheme. In all other cases the Licensor expressly reserves any right to collect such royalties.
+Section 3 – License Conditions.
+
+Your exercise of the Licensed Rights is expressly made subject to the following conditions.
+
+Attribution.
+
+If You Share the Licensed Material (including in modified form), You must:
+
+retain the following if it is supplied by the Licensor with the Licensed Material:
+identification of the creator(s) of the Licensed Material and any others designated to receive attribution, in any reasonable manner requested by the Licensor (including by pseudonym if designated);
+a copyright notice;
+a notice that refers to this Public License;
+a notice that refers to the disclaimer of warranties;
+a URI or hyperlink to the Licensed Material to the extent reasonably practicable;
+indicate if You modified the Licensed Material and retain an indication of any previous modifications; and
+indicate the Licensed Material is licensed under this Public License, and include the text of, or the URI or hyperlink to, this Public License.
+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.
+If requested by the Licensor, You must remove any of the information required by Section 3(a)(1)(A) to the extent reasonably practicable.
+If You Share Adapted Material You produce, the Adapter's License You apply must not prevent recipients of the Adapted Material from complying with this Public License.
+Section 4 – Sui Generis Database Rights.
+
+Where the Licensed Rights include Sui Generis Database Rights that apply to Your use of the Licensed Material:
+
+for the avoidance of doubt, Section 2(a)(1) grants You the right to extract, reuse, reproduce, and Share all or a substantial portion of the contents of the database;
+if You include all or a substantial portion of the database contents in a database in which You have Sui Generis Database Rights, then the database in which You have Sui Generis Database Rights (but not its individual contents) is Adapted Material; and
+You must comply with the conditions in Section 3(a) if You Share all or a substantial portion of the contents of the database.
+For the avoidance of doubt, this Section 4 supplements and does not replace Your obligations under this Public License where the Licensed Rights include other Copyright and Similar Rights.
+Section 5 – Disclaimer of Warranties and Limitation of Liability.
+
+Unless otherwise separately undertaken by the Licensor, to the extent possible, the Licensor offers the Licensed Material as-is and as-available, and makes no representations or warranties of any kind concerning the Licensed Material, whether express, implied, statutory, or other. This includes, without limitation, warranties of title, merchantability, fitness for a particular purpose, non-infringement, absence of latent or other defects, accuracy, or the presence or absence of errors, whether or not known or discoverable. Where disclaimers of warranties are not allowed in full or in part, this disclaimer may not apply to You.
+To the extent possible, in no event will the Licensor be liable to You on any legal theory (including, without limitation, negligence) or otherwise for any direct, special, indirect, incidental, consequential, punitive, exemplary, or other losses, costs, expenses, or damages arising out of this Public License or use of the Licensed Material, even if the Licensor has been advised of the possibility of such losses, costs, expenses, or damages. Where a limitation of liability is not allowed in full or in part, this limitation may not apply to You.
+The disclaimer of warranties and limitation of liability provided above shall be interpreted in a manner that, to the extent possible, most closely approximates an absolute disclaimer and waiver of all liability.
+Section 6 – Term and Termination.
+
+This Public License applies for the term of the Copyright and Similar Rights licensed here. However, if You fail to comply with this Public License, then Your rights under this Public License terminate automatically.
+Where Your right to use the Licensed Material has terminated under Section 6(a), it reinstates:
+
+automatically as of the date the violation is cured, provided it is cured within 30 days of Your discovery of the violation; or
+upon express reinstatement by the Licensor.
+For the avoidance of doubt, this Section 6(b) does not affect any right the Licensor may have to seek remedies for Your violations of this Public License.
+For the avoidance of doubt, the Licensor may also offer the Licensed Material under separate terms or conditions or stop distributing the Licensed Material at any time; however, doing so will not terminate this Public License.
+Sections 1, 5, 6, 7, and 8 survive termination of this Public License.
+Section 7 – Other Terms and Conditions.
+
+The Licensor shall not be bound by any additional or different terms or conditions communicated by You unless expressly agreed.
+Any arrangements, understandings, or agreements regarding the Licensed Material not stated herein are separate from and independent of the terms and conditions of this Public License.
+Section 8 – Interpretation.
+
+For the avoidance of doubt, this Public License does not, and shall not be interpreted to, reduce, limit, restrict, or impose conditions on any use of the Licensed Material that could lawfully be made without permission under this Public License.
+To the extent possible, if any provision of this Public License is deemed unenforceable, it shall be automatically reformed to the minimum extent necessary to make it enforceable. If the provision cannot be reformed, it shall be severed from this Public License without affecting the enforceability of the remaining terms and conditions.
+No term or condition of this Public License will be waived and no failure to comply consented to unless expressly agreed to by the Licensor.
+Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority.```
+
+
+
+
+# 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
+jurisdictions, mainly in the European Union, have specific rights that
+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
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+4.5 Limits of Share Alike.  The requirements of Section 4.4 do not apply
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+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
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+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.```
+
+
+
+
+# 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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+2. Waiver. To the greatest extent permitted by, but not in contravention of, applicable law, Affirmer hereby overtly, fully, permanently, irrevocably and unconditionally waives, abandons, and surrenders all of Affirmer's Copyright and Related Rights and associated claims and causes of action, whether now known or unknown (including existing as well as future claims and causes of action), in the Work (i) in all territories worldwide, (ii) for the maximum duration provided by applicable law or treaty (including future time extensions), (iii) in any current or future medium and for any number of copies, and (iv) for any purpose whatsoever, including without limitation commercial, advertising or promotional purposes (the "Waiver"). Affirmer makes the Waiver for the benefit of each member of the public at large and to the detriment of Affirmer's heirs and successors, fully intending that such Waiver shall not be subject to revocation, rescission, cancellation, termination, or any other legal or equitable action to disrupt the quiet enjoyment of the Work by the public as contemplated by Affirmer's express Statement of Purpose.
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+3. Public License Fallback. Should any part of the Waiver for any reason be judged legally invalid or ineffective under applicable law, then the Waiver shall be preserved to the maximum extent permitted taking into account Affirmer's express Statement of Purpose. In addition, to the extent the Waiver is so judged Affirmer hereby grants to each affected person a royalty-free, non transferable, non sublicensable, non exclusive, irrevocable and unconditional license to exercise Affirmer's Copyright and Related Rights in the Work (i) in all territories worldwide, (ii) for the maximum duration provided by applicable law or treaty (including future time extensions), (iii) in any current or future medium and for any number of copies, and (iv) for any purpose whatsoever, including without limitation commercial, advertising or promotional purposes (the "License"). The License shall be deemed effective as of the date CC0 was applied by Affirmer to the Work. Should any part of the License for any reason be judged legally invalid or ineffective under applicable law, such partial invalidity or ineffectiveness shall not invalidate the remainder of the License, and in such case Affirmer hereby affirms that he or she will not (i) exercise any of his or her remaining Copyright and Related Rights in the Work or (ii) assert any associated claims and causes of action with respect to the Work, in either case contrary to Affirmer's express Statement of Purpose.
+
+4. Limitations and Disclaimers.
+
+No trademark or patent rights held by Affirmer are waived, abandoned, surrendered, licensed or otherwise affected by this document.
+Affirmer offers the Work as-is and makes no representations or warranties of any kind concerning the Work, express, implied, statutory or otherwise, including without limitation warranties of title, merchantability, fitness for a particular purpose, non infringement, or the absence of latent or other defects, accuracy, or the present or absence of errors, whether or not discoverable, all to the greatest extent permissible under applicable law.
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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 +1,107 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- it
+license: CC-BY-NC-SA-3.0
+model-index:
+- name: it_core_news_lg
+  results:
+  - tasks:
+      name: NER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.8827796795
+      - name: Recall
+        type: recall
+        value: 0.8847413356
+      - name: F Score
+        type: f_score
+        value: 0.883759419
+  - tasks:
+      name: POS
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9716879382
+  - tasks:
+      name: SENTER
+      type: token-classification
+      metrics:
+      - name: Precision
+        type: precision
+        value: 0.9701754386
+      - name: Recall
+        type: recall
+        value: 0.9804964539
+      - name: F Score
+        type: f_score
+        value: 0.975308642
+  - tasks:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9059846653
+  - tasks:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+      metrics:
+      - name: Accuracy
+        type: accuracy
+        value: 0.9059846653
+---
+### Details: https://spacy.io/models/it#it_core_news_lg
+
+Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, senter, ner, attribute_ruler, lemmatizer.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `it_core_news_lg` |
+| **Version** | `3.1.0` |
+| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
+| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
+| **Sources** | [UD Italian ISDT v2.5](https://github.com/UniversalDependencies/UD_Italian-ISDT) (Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria)<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 />[Lemmatization Lists](https://github.com/michmech/lemmatization-lists/) (Michal Měchura)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **License** | `CC BY-NC-SA 3.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (443 labels for 5 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `POS=PROPN`, `POS=PUNCT`, `Gender=Masc\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `POS=AUX\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=ADP`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `POS=PRON\|PronType=Rel`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=ADP\|PronType=Art`, `Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `POS=VERB\|VerbForm=Inf`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Number=Sing\|POS=ADJ`, `POS=CCONJ`, `NumType=Card\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=ADP\|PronType=Art`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=ADP\|PronType=Art`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Clitic=Yes\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Definite=Def\|Number=Sing\|POS=ADP\|PronType=Art`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `POS=ADV`, `POS=NOUN`, `Number=Sing\|POS=NOUN`, `POS=VERB\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `POS=INTJ`, `Clitic=Yes\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=NOUN`, `POS=SCONJ`, `Number=Sing\|POS=DET\|PronType=Ind`, `POS=ADV\|PronType=Neg`, `Clitic=Yes\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `POS=ADJ`, `Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|POS=PRON\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Clitic=Yes\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Abs\|POS=ADV`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=DET\|PronType=Exc`, `Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=DET\|PronType=Int`, `POS=PRON\|PronType=Int`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Foreign=Yes\|POS=X`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part`, `POS=INTJ\|Polarity=Neg`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Ger`, `POS=INTJ\|Polarity=Pos`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `POS=DET\|PronType=Int`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Prs`, `Degree=Abs\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Clitic=Yes\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Clitic=Yes\|Gender=Fem\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Gender=Fem\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Degree=Abs\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Clitic=Yes\|POS=AUX\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADJ`, `NumType=Ord\|POS=ADJ`, `POS=DET\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|POS=VERB\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Inf`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Definite=Def\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `POS=SYM`, `Clitic=Yes\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Degree=Abs\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Number=Sing\|POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|VerbForm=Inf`, `POS=PRON\|PronType=Ind`, `Clitic=Yes\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `POS=X`, `Gender=Masc\|POS=ADJ`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `POS=PART`, `Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part`, `NumType=Ord\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=DET\|PronType=Int`, `Clitic=Yes\|Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Number=Plur\|POS=DET\|PronType=Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=1\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Number=Sing\|POS=AUX\|Person=1\|PronType=Prs\|VerbForm=Ger`, `Clitic=Yes\|Gender=Masc\|Number=Plur\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,2\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `NumType=Range\|POS=NUM`, `Number=Plur\|POS=PRON\|PronType=Dem`, `POS=VERB\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|POS=ADV\|PronType=Prs`, `Clitic=Yes\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|POS=PRON\|PronType=Rel`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Sing\|POS=AUX\|Person=2\|PronType=Prs\|VerbForm=Inf`, `Clitic=Yes\|Number=Sing\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Ger`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Definite=Ind\|POS=DET\|PronType=Art`, `Clitic=Yes\|Gender=Fem,Masc\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Number=Plur\|POS=ADP\|PronType=Art`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `POS=DET\|PronType=Ind`, `Number=Plur\|POS=DET\|PronType=Dem`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Plur\|POS=DET\|PronType=Tot`, `Clitic=Yes\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Clitic=Yes\|Gender=Fem,Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Clitic=Yes\|Number=Plur\|POS=VERB\|PronType=Prs\|VerbForm=Inf`, `Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=ADV\|Person=3\|PronType=Prs`, `Clitic=Yes\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,2\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=ADV\|Person=3\|PronType=Prs`, `POS=DET\|PronType=Tot`, `POS=PRON\|PronType=Dem`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `NumType=Ord\|POS=NUM`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|POS=DET\|PronType=Dem`, `Clitic=Yes\|Gender=Masc\|Number=Plur,Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Sing\|POS=NOUN\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Number=Plur\|POS=PRON\|PronType=Int`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Clitic=Yes\|Number=Plur\|POS=PRON\|PronType=Prs`, `Foreign=Yes\|Number=Sing\|POS=X`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `POS=PRON\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `POS=SCONJ\|PronType=Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Rel`, `Clitic=Yes\|Number=Plur\|POS=VERB\|Person=2\|PronType=Prs\|VerbForm=Ger`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Clitic=Yes\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Fem\|POS=ADJ`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=2,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=PROPN`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|Number=Sing\|POS=ADJ\|Poss=Yes\|PronType=Prs`, `Foreign=Yes\|POS=NOUN`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Clitic=Yes\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=DET`, `Clitic=Yes\|Gender=Fem\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PronType=Prs\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET`, `Number=Sing\|POS=X`, `Foreign=Yes\|Gender=Masc\|POS=X`, `Clitic=Yes\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Prs`, `Clitic=Yes\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Prs`, `Clitic=Yes\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Art`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|POS=DET`, `Definite=Def\|POS=DET`, `Foreign=Yes\|POS=PROPN`, `NumType=Card\|POS=PROPN`, `Gender=Fem\|Number=Sing\|POS=DET`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADV`, `Gender=Masc\|Number=Plur\|POS=NOUN\|Tense=Past\|VerbForm=Part`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2`, `Clitic=Yes\|Number=Plur\|POS=AUX\|Person=1\|PronType=Prs\|VerbForm=Inf`, `POS=NUM`, `Gender=Masc\|Number=Sing\|POS=DET`, `Number=Sing\|POS=DET`, `Gender=Masc\|Number=Sing\|POS=PRON`, `POS=DET` |
+| **`tagger`** | `A`, `AP`, `B`, `BN`, `B_PC`, `CC`, `CS`, `DD`, `DE`, `DI`, `DQ`, `DR`, `E`, `E_RD`, `FB`, `FC`, `FF`, `FS`, `I`, `N`, `NO`, `PART`, `PC`, `PC_PC`, `PD`, `PE`, `PI`, `PP`, `PQ`, `PR`, `RD`, `RI`, `S`, `SP`, `SW`, `SYM`, `Sw`, `T`, `V`, `VA`, `VA_PC`, `VM`, `VM_PC`, `VM_PC_PC`, `V_B`, `V_PC`, `V_PC_PC`, `X` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `det:poss`, `det:predet`, `discourse`, `expl`, `expl:impers`, `expl:pass`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `vocative`, `xcomp` |
+| **`senter`** | `I`, `S` |
+| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TAG_ACC` | 97.17 |
+| `ENTS_P` | 88.28 |
+| `ENTS_R` | 88.47 |
+| `ENTS_F` | 88.38 |
+| `SENTS_P` | 97.02 |
+| `SENTS_R` | 98.05 |
+| `SENTS_F` | 97.53 |
+| `TOKEN_ACC` | 99.96 |
+| `POS_ACC` | 97.39 |
+| `MORPH_ACC` | 97.53 |
+| `LEMMA_ACC` | 86.62 |
+| `DEP_UAS` | 90.60 |
+| `DEP_LAS` | 87.19 |

accuracy.json

@@ -0,0 +1,317 @@
+{
+  "tag_acc": 0.9716879382,
+  "ents_p": 0.8827796795,
+  "ents_r": 0.8847413356,
+  "ents_f": 0.883759419,
+  "sents_p": 0.9701754386,
+  "sents_r": 0.9804964539,
+  "sents_f": 0.975308642,
+  "speed": 10594.6933060659,
+  "ents_per_type": {
+    "LOC": {
+      "p": 0.8898115497,
+      "r": 0.9191931061,
+      "f": 0.9042637227
+    },
+    "MISC": {
+      "p": 0.7924834193,
+      "r": 0.7388018686,
+      "f": 0.7647016995
+    },
+    "PER": {
+      "p": 0.9253540169,
+      "r": 0.924235963,
+      "f": 0.9247946521
+    },
+    "ORG": {
+      "p": 0.8420927467,
+      "r": 0.8004068716,
+      "f": 0.8207208251
+    }
+  },
+  "token_acc": 0.9996405787,
+  "pos_acc": 0.9739349272,
+  "morph_acc": 0.9753269516,
+  "lemma_acc": 0.8662054093,
+  "dep_uas": 0.9059846653,
+  "dep_las": 0.8719189008,
+  "morph_per_feat": {
+    "Gender": {
+      "p": 0.9919967166,
+      "r": 0.9869334422,
+      "f": 0.989458602
+    },
+    "Number": {
+      "p": 0.9938630491,
+      "r": 0.9882768588,
+      "f": 0.9910620823
+    },
+    "NumType": {
+      "p": 0.9737827715,
+      "r": 0.9594095941,
+      "f": 0.9665427509
+    },
+    "Definite": {
+      "p": 0.9958579882,
+      "r": 0.9982206406,
+      "f": 0.9970379147
+    },
+    "PronType": {
+      "p": 0.9924937448,
+      "r": 0.9842845327,
+      "f": 0.988372093
+    },
+    "Mood": {
+      "p": 0.979368932,
+      "r": 0.968787515,
+      "f": 0.974049487
+    },
+    "Person": {
+      "p": 0.9793510324,
+      "r": 0.9641819942,
+      "f": 0.9717073171
+    },
+    "Tense": {
+      "p": 0.9742930591,
+      "r": 0.9676595745,
+      "f": 0.9709649872
+    },
+    "VerbForm": {
+      "p": 0.9797627355,
+      "r": 0.972972973,
+      "f": 0.9763560501
+    },
+    "Degree": {
+      "p": 1.0,
+      "r": 0.9411764706,
+      "f": 0.9696969697
+    },
+    "Clitic": {
+      "p": 1.0,
+      "r": 0.9679144385,
+      "f": 0.9836956522
+    },
+    "Poss": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    },
+    "Polarity": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    },
+    "Foreign": {
+      "p": 1.0,
+      "r": 0.6,
+      "f": 0.75
+    }
+  },
+  "dep_las_per_type": {
+    "root": {
+      "p": 0.8912280702,
+      "r": 0.9007092199,
+      "f": 0.8959435626
+    },
+    "flat:name": {
+      "p": 0.9113924051,
+      "r": 0.9113924051,
+      "f": 0.9113924051
+    },
+    "case": {
+      "p": 0.9805589307,
+      "r": 0.9823493609,
+      "f": 0.9814533293
+    },
+    "nmod": {
+      "p": 0.8141683778,
+      "r": 0.8108384458,
+      "f": 0.8125
+    },
+    "nummod": {
+      "p": 0.8813559322,
+      "r": 0.847826087,
+      "f": 0.864265928
+    },
+    "det": {
+      "p": 0.9761904762,
+      "r": 0.9797794118,
+      "f": 0.9779816514
+    },
+    "nsubj": {
+      "p": 0.861328125,
+      "r": 0.8513513514,
+      "f": 0.8563106796
+    },
+    "aux": {
+      "p": 0.9441860465,
+      "r": 0.935483871,
+      "f": 0.9398148148
+    },
+    "advmod": {
+      "p": 0.8220720721,
+      "r": 0.8371559633,
+      "f": 0.8295454545
+    },
+    "obj": {
+      "p": 0.8619854722,
+      "r": 0.89,
+      "f": 0.8757687577
+    },
+    "cc": {
+      "p": 0.9221183801,
+      "r": 0.9079754601,
+      "f": 0.914992272
+    },
+    "conj": {
+      "p": 0.6284289277,
+      "r": 0.6810810811,
+      "f": 0.6536964981
+    },
+    "det:predet": {
+      "p": 0.9473684211,
+      "r": 1.0,
+      "f": 0.972972973
+    },
+    "amod": {
+      "p": 0.8945022288,
+      "r": 0.9025487256,
+      "f": 0.8985074627
+    },
+    "mark": {
+      "p": 0.9032258065,
+      "r": 0.9256198347,
+      "f": 0.9142857143
+    },
+    "cop": {
+      "p": 0.8409090909,
+      "r": 0.880952381,
+      "f": 0.8604651163
+    },
+    "xcomp": {
+      "p": 0.75,
+      "r": 0.71875,
+      "f": 0.7340425532
+    },
+    "obl": {
+      "p": 0.8160741886,
+      "r": 0.7719298246,
+      "f": 0.7933884298
+    },
+    "acl:relcl": {
+      "p": 0.786259542,
+      "r": 0.7518248175,
+      "f": 0.7686567164
+    },
+    "acl": {
+      "p": 0.6960784314,
+      "r": 0.6173913043,
+      "f": 0.6543778802
+    },
+    "ccomp": {
+      "p": 0.6666666667,
+      "r": 0.6451612903,
+      "f": 0.6557377049
+    },
+    "expl": {
+      "p": 0.8875,
+      "r": 0.9102564103,
+      "f": 0.8987341772
+    },
+    "nsubj:pass": {
+      "p": 0.8170731707,
+      "r": 0.8271604938,
+      "f": 0.8220858896
+    },
+    "aux:pass": {
+      "p": 0.8888888889,
+      "r": 0.9113924051,
+      "f": 0.9
+    },
+    "parataxis": {
+      "p": 0.6363636364,
+      "r": 0.2258064516,
+      "f": 0.3333333333
+    },
+    "advcl": {
+      "p": 0.5804195804,
+      "r": 0.5845070423,
+      "f": 0.5824561404
+    },
+    "det:poss": {
+      "p": 0.9577464789,
+      "r": 1.0,
+      "f": 0.9784172662
+    },
+    "flat": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    },
+    "appos": {
+      "p": 0.358974359,
+      "r": 0.358974359,
+      "f": 0.358974359
+    },
+    "obl:agent": {
+      "p": 0.95,
+      "r": 0.9047619048,
+      "f": 0.9268292683
+    },
+    "dep": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "iobj": {
+      "p": 0.7083333333,
+      "r": 0.85,
+      "f": 0.7727272727
+    },
+    "expl:impers": {
+      "p": 0.7,
+      "r": 0.875,
+      "f": 0.7777777778
+    },
+    "csubj": {
+      "p": 0.6666666667,
+      "r": 0.4615384615,
+      "f": 0.5454545455
+    },
+    "compound": {
+      "p": 0.7272727273,
+      "r": 0.6153846154,
+      "f": 0.6666666667
+    },
+    "discourse": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "fixed": {
+      "p": 0.9166666667,
+      "r": 0.7857142857,
+      "f": 0.8461538462
+    },
+    "expl:pass": {
+      "p": 0.875,
+      "r": 0.6363636364,
+      "f": 0.7368421053
+    },
+    "flat:foreign": {
+      "p": 0.6666666667,
+      "r": 0.6666666667,
+      "f": 0.6666666667
+    },
+    "orphan": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "vocative": {
+      "p": 0.5,
+      "r": 0.3333333333,
+      "f": 0.4
+    }
+  }
+}

config.cfg

@@ -0,0 +1,282 @@
+[paths]
+train = "corpus/it-dep-news/train.spacy"
+dev = "corpus/it-dep-news/dev.spacy"
+vectors = "corpus/it_vectors"
+raw = null
+init_tok2vec = null
+vocab_data = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "it"
+pipeline = ["tok2vec","morphologizer","tagger","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 = "pos_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.tagger]
+factory = "tagger"
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v1"
+nO = null
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode:width}
+upstream = "tok2vec"
+
+[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 = 0.05
+morph_acc = 0.05
+morph_per_feat = null
+tag_acc = 0.05
+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.components.tagger]
+
+[initialize.components.tagger.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/tagger.json"
+require = false
+
+[initialize.lookups]
+@misc = "spacy.LookupsDataLoader.v1"
+lang = ${nlp.lang}
+tables = []
+
+[initialize.tokenizer]

it_core_news_lg-any-py3-none-any.whl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3791f04662d6d596c54c2b28c6c0dde39ac95913c02bb87cb3dd57165f7121d2
+size 575513243

lemmatizer/lookups/lookups.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:fba5a704a2baddb2914660c0e0bb3fc5c8d7e9099a10cb708896959b7533d917
+size 14835061

meta.json

@@ -0,0 +1,850 @@
+{
+  "lang":"it",
+  "name":"core_news_lg",
+  "version":"3.1.0",
+  "description":"Italian pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, senter, ner, attribute_ruler, lemmatizer.",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "url":"https://explosion.ai",
+  "license":"CC BY-NC-SA 3.0",
+  "spacy_version":">=3.1.0,<3.2.0",
+  "spacy_git_version":"caba63b74",
+  "vectors":{
+    "width":300,
+    "vectors":500000,
+    "keys":500000,
+    "name":"it_vectors"
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "morphologizer":[
+      "POS=PROPN",
+      "POS=PUNCT",
+      "Gender=Masc|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Gender=Masc|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "POS=AUX|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=ADP",
+      "Gender=Fem|Number=Sing|POS=ADJ",
+      "POS=PRON|PronType=Rel",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
+      "Number=Plur|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "POS=VERB|VerbForm=Inf",
+      "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Number=Sing|POS=ADJ",
+      "POS=CCONJ",
+      "NumType=Card|POS=NUM",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art",
+      "Gender=Fem|Number=Plur|POS=NOUN",
+      "Clitic=Yes|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=ADJ",
+      "Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=ADJ",
+      "Definite=Def|Number=Sing|POS=ADP|PronType=Art",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ",
+      "POS=ADV",
+      "POS=NOUN",
+      "Number=Sing|POS=NOUN",
+      "POS=VERB|VerbForm=Ger",
+      "Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "POS=INTJ",
+      "Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Fem|POS=NOUN",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
+      "Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Number=Plur|POS=NOUN",
+      "POS=SCONJ",
+      "Number=Sing|POS=DET|PronType=Ind",
+      "POS=ADV|PronType=Neg",
+      "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
+      "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "POS=ADJ",
+      "Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
+      "Number=Sing|POS=PRON|PronType=Ind",
+      "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
+      "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Clitic=Yes|POS=PRON|PronType=Prs",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Tot",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Degree=Cmp|Number=Plur|POS=ADJ",
+      "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Degree=Cmp|Number=Sing|POS=ADJ",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Degree=Abs|POS=ADV",
+      "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "POS=DET|PronType=Exc",
+      "Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=DET|PronType=Dem",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
+      "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=DET|PronType=Int",
+      "POS=PRON|PronType=Int",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
+      "Foreign=Yes|POS=X",
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+      "POS=INTJ|Polarity=Neg",
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+      "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs",
+      "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=ADV|Person=3|PronType=Prs",
+      "POS=DET|PronType=Tot",
+      "POS=PRON|PronType=Dem",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "NumType=Ord|POS=NUM",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
+      "Gender=Masc|POS=DET|PronType=Dem",
+      "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Sing|POS=NOUN|Tense=Past|VerbForm=Part",
+      "Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
+      "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Gender=Fem|Number=Sing|POS=PRON|PronType=Int",
+      "Number=Plur|POS=PRON|PronType=Int",
+      "Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs",
+      "Foreign=Yes|Number=Sing|POS=X",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
+      "POS=PRON|PronType=Prs",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
+      "POS=SCONJ|PronType=Rel",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
+      "POS=PRON|Person=3|PronType=Rel",
+      "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
+      "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Degree=Cmp|POS=ADJ",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Masc|Number=Sing|POS=ADP",
+      "Gender=Fem|POS=ADJ",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Plur|POS=PROPN",
+      "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Number=Sing|POS=DET|PronType=Art",
+      "Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs",
+      "Foreign=Yes|POS=NOUN",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Gender=Masc|Number=Plur|POS=DET",
+      "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin",
+      "Gender=Fem|Number=Plur|POS=DET",
+      "Number=Sing|POS=X",
+      "Foreign=Yes|Gender=Masc|POS=X",
+      "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs",
+      "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs",
+      "Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art",
+      "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin",
+      "Definite=Def|Gender=Fem|POS=DET",
+      "Definite=Def|POS=DET",
+      "Foreign=Yes|POS=PROPN",
+      "NumType=Card|POS=PROPN",
+      "Gender=Fem|Number=Sing|POS=DET",
+      "Degree=Abs|Gender=Masc|Number=Sing|POS=ADV",
+      "Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=2",
+      "Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf",
+      "POS=NUM",
+      "Gender=Masc|Number=Sing|POS=DET",
+      "Number=Sing|POS=DET",
+      "Gender=Masc|Number=Sing|POS=PRON",
+      "POS=DET"
+    ],
+    "tagger":[
+      "A",
+      "AP",
+      "B",
+      "BN",
+      "B_PC",
+      "CC",
+      "CS",
+      "DD",
+      "DE",
+      "DI",
+      "DQ",
+      "DR",
+      "E",
+      "E_RD",
+      "FB",
+      "FC",
+      "FF",
+      "FS",
+      "I",
+      "N",
+      "NO",
+      "PART",
+      "PC",
+      "PC_PC",
+      "PD",
+      "PE",
+      "PI",
+      "PP",
+      "PQ",
+      "PR",
+      "RD",
+      "RI",
+      "S",
+      "SP",
+      "SW",
+      "SYM",
+      "Sw",
+      "T",
+      "V",
+      "VA",
+      "VA_PC",
+      "VM",
+      "VM_PC",
+      "VM_PC_PC",
+      "V_B",
+      "V_PC",
+      "V_PC_PC",
+      "X"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "ccomp",
+      "compound",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "det:poss",
+      "det:predet",
+      "discourse",
+      "expl",
+      "expl:impers",
+      "expl:pass",
+      "fixed",
+      "flat",
+      "flat:foreign",
+      "flat:name",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:agent",
+      "parataxis",
+      "punct",
+      "vocative",
+      "xcomp"
+    ],
+    "senter":[
+      "I",
+      "S"
+    ],
+    "attribute_ruler":[
+
+    ],
+    "lemmatizer":[
+
+    ],
+    "ner":[
+      "LOC",
+      "MISC",
+      "ORG",
+      "PER"
+    ]
+  },
+  "pipeline":[
+    "tok2vec",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "attribute_ruler",
+    "lemmatizer",
+    "ner"
+  ],
+  "components":[
+    "tok2vec",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "senter",
+    "attribute_ruler",
+    "lemmatizer",
+    "ner"
+  ],
+  "disabled":[
+    "senter"
+  ],
+  "performance":{
+    "tag_acc":0.9716879382,
+    "ents_p":0.8827796795,
+    "ents_r":0.8847413356,
+    "ents_f":0.883759419,
+    "sents_p":0.9701754386,
+    "sents_r":0.9804964539,
+    "sents_f":0.975308642,
+    "speed":10594.6933060659,
+    "ents_per_type":{
+      "LOC":{
+        "p":0.8898115497,
+        "r":0.9191931061,
+        "f":0.9042637227
+      },
+      "MISC":{
+        "p":0.7924834193,
+        "r":0.7388018686,
+        "f":0.7647016995
+      },
+      "PER":{
+        "p":0.9253540169,
+        "r":0.924235963,
+        "f":0.9247946521
+      },
+      "ORG":{
+        "p":0.8420927467,
+        "r":0.8004068716,
+        "f":0.8207208251
+      }
+    },
+    "token_acc":0.9996405787,
+    "pos_acc":0.9739349272,
+    "morph_acc":0.9753269516,
+    "lemma_acc":0.8662054093,
+    "dep_uas":0.9059846653,
+    "dep_las":0.8719189008,
+    "morph_per_feat":{
+      "Gender":{
+        "p":0.9919967166,
+        "r":0.9869334422,
+        "f":0.989458602
+      },
+      "Number":{
+        "p":0.9938630491,
+        "r":0.9882768588,
+        "f":0.9910620823
+      },
+      "NumType":{
+        "p":0.9737827715,
+        "r":0.9594095941,
+        "f":0.9665427509
+      },
+      "Definite":{
+        "p":0.9958579882,
+        "r":0.9982206406,
+        "f":0.9970379147
+      },
+      "PronType":{
+        "p":0.9924937448,
+        "r":0.9842845327,
+        "f":0.988372093
+      },
+      "Mood":{
+        "p":0.979368932,
+        "r":0.968787515,
+        "f":0.974049487
+      },
+      "Person":{
+        "p":0.9793510324,
+        "r":0.9641819942,
+        "f":0.9717073171
+      },
+      "Tense":{
+        "p":0.9742930591,
+        "r":0.9676595745,
+        "f":0.9709649872
+      },
+      "VerbForm":{
+        "p":0.9797627355,
+        "r":0.972972973,
+        "f":0.9763560501
+      },
+      "Degree":{
+        "p":1.0,
+        "r":0.9411764706,
+        "f":0.9696969697
+      },
+      "Clitic":{
+        "p":1.0,
+        "r":0.9679144385,
+        "f":0.9836956522
+      },
+      "Poss":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Polarity":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "Foreign":{
+        "p":1.0,
+        "r":0.6,
+        "f":0.75
+      }
+    },
+    "dep_las_per_type":{
+      "root":{
+        "p":0.8912280702,
+        "r":0.9007092199,
+        "f":0.8959435626
+      },
+      "flat:name":{
+        "p":0.9113924051,
+        "r":0.9113924051,
+        "f":0.9113924051
+      },
+      "case":{
+        "p":0.9805589307,
+        "r":0.9823493609,
+        "f":0.9814533293
+      },
+      "nmod":{
+        "p":0.8141683778,
+        "r":0.8108384458,
+        "f":0.8125
+      },
+      "nummod":{
+        "p":0.8813559322,
+        "r":0.847826087,
+        "f":0.864265928
+      },
+      "det":{
+        "p":0.9761904762,
+        "r":0.9797794118,
+        "f":0.9779816514
+      },
+      "nsubj":{
+        "p":0.861328125,
+        "r":0.8513513514,
+        "f":0.8563106796
+      },
+      "aux":{
+        "p":0.9441860465,
+        "r":0.935483871,
+        "f":0.9398148148
+      },
+      "advmod":{
+        "p":0.8220720721,
+        "r":0.8371559633,
+        "f":0.8295454545
+      },
+      "obj":{
+        "p":0.8619854722,
+        "r":0.89,
+        "f":0.8757687577
+      },
+      "cc":{
+        "p":0.9221183801,
+        "r":0.9079754601,
+        "f":0.914992272
+      },
+      "conj":{
+        "p":0.6284289277,
+        "r":0.6810810811,
+        "f":0.6536964981
+      },
+      "det:predet":{
+        "p":0.9473684211,
+        "r":1.0,
+        "f":0.972972973
+      },
+      "amod":{
+        "p":0.8945022288,
+        "r":0.9025487256,
+        "f":0.8985074627
+      },
+      "mark":{
+        "p":0.9032258065,
+        "r":0.9256198347,
+        "f":0.9142857143
+      },
+      "cop":{
+        "p":0.8409090909,
+        "r":0.880952381,
+        "f":0.8604651163
+      },
+      "xcomp":{
+        "p":0.75,
+        "r":0.71875,
+        "f":0.7340425532
+      },
+      "obl":{
+        "p":0.8160741886,
+        "r":0.7719298246,
+        "f":0.7933884298
+      },
+      "acl:relcl":{
+        "p":0.786259542,
+        "r":0.7518248175,
+        "f":0.7686567164
+      },
+      "acl":{
+        "p":0.6960784314,
+        "r":0.6173913043,
+        "f":0.6543778802
+      },
+      "ccomp":{
+        "p":0.6666666667,
+        "r":0.6451612903,
+        "f":0.6557377049
+      },
+      "expl":{
+        "p":0.8875,
+        "r":0.9102564103,
+        "f":0.8987341772
+      },
+      "nsubj:pass":{
+        "p":0.8170731707,
+        "r":0.8271604938,
+        "f":0.8220858896
+      },
+      "aux:pass":{
+        "p":0.8888888889,
+        "r":0.9113924051,
+        "f":0.9
+      },
+      "parataxis":{
+        "p":0.6363636364,
+        "r":0.2258064516,
+        "f":0.3333333333
+      },
+      "advcl":{
+        "p":0.5804195804,
+        "r":0.5845070423,
+        "f":0.5824561404
+      },
+      "det:poss":{
+        "p":0.9577464789,
+        "r":1.0,
+        "f":0.9784172662
+      },
+      "flat":{
+        "p":1.0,
+        "r":1.0,
+        "f":1.0
+      },
+      "appos":{
+        "p":0.358974359,
+        "r":0.358974359,
+        "f":0.358974359
+      },
+      "obl:agent":{
+        "p":0.95,
+        "r":0.9047619048,
+        "f":0.9268292683
+      },
+      "dep":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "iobj":{
+        "p":0.7083333333,
+        "r":0.85,
+        "f":0.7727272727
+      },
+      "expl:impers":{
+        "p":0.7,
+        "r":0.875,
+        "f":0.7777777778
+      },
+      "csubj":{
+        "p":0.6666666667,
+        "r":0.4615384615,
+        "f":0.5454545455
+      },
+      "compound":{
+        "p":0.7272727273,
+        "r":0.6153846154,
+        "f":0.6666666667
+      },
+      "discourse":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "fixed":{
+        "p":0.9166666667,
+        "r":0.7857142857,
+        "f":0.8461538462
+      },
+      "expl:pass":{
+        "p":0.875,
+        "r":0.6363636364,
+        "f":0.7368421053
+      },
+      "flat:foreign":{
+        "p":0.6666666667,
+        "r":0.6666666667,
+        "f":0.6666666667
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "vocative":{
+        "p":0.5,
+        "r":0.3333333333,
+        "f":0.4
+      }
+    }
+  },
+  "sources":[
+    {
+      "name":"UD Italian ISDT v2.5",
+      "url":"https://github.com/UniversalDependencies/UD_Italian-ISDT",
+      "license":"CC BY-NC-SA 3.0",
+      "author":"Bosco, Cristina; Lenci, Alessandro; Montemagni, Simonetta; Simi, Maria"
+    },
+    {
+      "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":"Lemmatization Lists",
+      "url":"https://github.com/michmech/lemmatization-lists/",
+      "license":"ODbL",
+      "author":"Michal M\u011bchura"
+    },
+    {
+      "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)",
+      "url":"https://spacy.io",
+      "license":"CC0",
+      "author":"Explosion"
+    }
+  ],
+  "requirements":[
+
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,702 @@
+{
+  "labels_morph":{
+    "POS=PROPN":"",
+    "POS=PUNCT":"",
+    "Gender=Masc|POS=NOUN":"Gender=Masc",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=ADP":"",
+    "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
+    "Number=Plur|POS=ADJ":"Number=Plur",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
+    "Number=Sing|POS=ADJ":"Number=Sing",
+    "POS=CCONJ":"",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
+    "Clitic=Yes|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
+    "Definite=Def|Number=Sing|POS=ADP|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing",
+    "POS=ADV":"",
+    "POS=NOUN":"",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
+    "Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "POS=INTJ":"",
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
+    "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|POS=NOUN":"Gender=Fem",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Number=Plur|POS=PRON|Person=3|PronType=Prs":"Number=Plur|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "POS=SCONJ":"",
+    "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
+    "POS=ADV|PronType=Neg":"PronType=Neg",
+    "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Inf":"Clitic=Yes|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "POS=ADJ":"",
+    "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
+    "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
+    "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "POS=DET|Poss=Yes|PronType=Prs":"Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|POS=PRON|PronType=Prs":"Clitic=Yes|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Tot":"Gender=Masc|Number=Plur|PronType=Tot",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs",
+    "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Number=Sing|POS=PRON|Person=3|PronType=Prs":"Number=Sing|Person=3|PronType=Prs",
+    "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Degree=Abs|POS=ADV":"Degree=Abs",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "POS=DET|PronType=Exc":"PronType=Exc",
+    "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+    "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
+    "Number=Sing|POS=DET|PronType=Int":"Number=Sing|PronType=Int",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
+    "Foreign=Yes|POS=X":"Foreign=Yes",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part":"Number=Plur|Tense=Pres|VerbForm=Part",
+    "POS=INTJ|Polarity=Neg":"Polarity=Neg",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Number=Plur|POS=PRON|PronType=Rel":"Number=Plur|PronType=Rel",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Rel":"Gender=Masc|Number=Plur|PronType=Rel",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Ger",
+    "POS=INTJ|Polarity=Pos":"Polarity=Pos",
+    "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=DET|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "POS=DET|PronType=Int":"PronType=Int",
+    "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
+    "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Plur",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
+    "Number=Sing|POS=PRON|Person=1|PronType=Prs":"Number=Sing|Person=1|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
+    "Clitic=Yes|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Number=Sing|Person=3|PronType=Prs",
+    "Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Gender=Fem|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Person=3|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Sing",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
+    "Clitic=Yes|POS=AUX|PronType=Prs|VerbForm=Inf":"Clitic=Yes|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=DET|PronType=Tot":"Gender=Fem|Number=Plur|PronType=Tot",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Sing",
+    "NumType=Ord|POS=ADJ":"NumType=Ord",
+    "POS=DET|PronType=Rel":"PronType=Rel",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
+    "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Poss=Yes|PronType=Prs",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "Number=Sing|POS=PRON|Person=2|PronType=Prs":"Number=Sing|Person=2|PronType=Prs",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Clitic=Yes|Number=Plur|Person=2|PronType=Prs",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Inf",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|POS=VERB|PronType=Prs|VerbForm=Ger":"Clitic=Yes|PronType=Prs|VerbForm=Ger",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Number=Sing|POS=PRON|PronType=Int":"Number=Sing|PronType=Int",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Number=Plur|POS=PRON|Person=2|PronType=Prs":"Number=Plur|Person=2|PronType=Prs",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
+    "Definite=Def|POS=DET|PronType=Art":"Definite=Def|PronType=Art",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "POS=SYM":"",
+    "Clitic=Yes|Mood=Imp|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Sing|Person=2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Fem|Person=3|PronType=Prs|VerbForm=Ger",
+    "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Plur",
+    "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem",
+    "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
+    "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "POS=X":"",
+    "Gender=Masc|POS=ADJ":"Gender=Masc",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|PronType=Prs",
+    "Mood=Cnd|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+    "POS=PART":"",
+    "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part":"Number=Sing|Tense=Pres|VerbForm=Part",
+    "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
+    "Number=Plur|POS=DET|PronType=Int":"Number=Plur|PronType=Int",
+    "Clitic=Yes|Mood=Sub|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Sub|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Number=Plur|POS=DET|PronType=Rel":"Number=Plur|PronType=Rel",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Fem|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Number=Sing|POS=AUX|Person=1|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Sing|Person=1|PronType=Prs|VerbForm=Ger",
+    "Clitic=Yes|Gender=Masc|Number=Plur|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Plur,Sing|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Imp|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "NumType=Range|POS=NUM":"NumType=Range",
+    "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
+    "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
+    "Clitic=Yes|POS=ADV|PronType=Prs":"Clitic=Yes|PronType=Prs",
+    "Clitic=Yes|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Ind|Number=Plur|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|POS=PRON|PronType=Rel":"Gender=Masc|PronType=Rel",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur,Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Sing|POS=AUX|Person=2|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Inf",
+    "Clitic=Yes|Number=Sing|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Sing|Person=2|PronType=Prs|VerbForm=Ger",
+    "Mood=Imp|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Sing|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|VerbForm=Inf",
+    "Definite=Ind|POS=DET|PronType=Art":"Definite=Ind|PronType=Art",
+    "Clitic=Yes|Gender=Fem,Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Plur|PronType=Art",
+    "Definite=Def|Number=Plur|POS=ADP|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf",
+    "POS=DET|PronType=Ind":"PronType=Ind",
+    "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "Number=Plur|POS=DET|PronType=Tot":"Number=Plur|PronType=Tot",
+    "Clitic=Yes|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Person=3|PronType=Prs|VerbForm=Ger",
+    "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem,Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Clitic=Yes|Number=Plur|POS=VERB|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|PronType=Prs|VerbForm=Inf",
+    "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Number=Plur|Poss=Yes|PronType=Prs",
+    "Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Number=Sing|Poss=Yes|PronType=Prs",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "Clitic=Yes|Mood=Imp|Number=Plur|POS=VERB|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Imp|Number=Plur|Person=1,2|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=ADV|Person=3|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
+    "POS=DET|PronType=Tot":"PronType=Tot",
+    "POS=PRON|PronType=Dem":"PronType=Dem",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Number=Sing|PronType=Art",
+    "NumType=Ord|POS=NUM":"NumType=Ord",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Gender=Fem|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger",
+    "Gender=Masc|POS=DET|PronType=Dem":"Gender=Masc|PronType=Dem",
+    "Clitic=Yes|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Part":"Clitic=Yes|Gender=Masc|Number=Plur,Sing|Person=3|PronType=Prs|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Sing|POS=NOUN|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
+    "Gender=Masc|Number=Plur|POS=DET|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
+    "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
+    "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
+    "Mood=Imp|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
+    "Number=Plur|POS=PRON|PronType=Int":"Number=Plur|PronType=Int",
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
+    "Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs":"Clitic=Yes|Number=Plur|PronType=Prs",
+    "Foreign=Yes|Number=Sing|POS=X":"Foreign=Yes|Number=Sing",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
+    "POS=PRON|PronType=Prs":"PronType=Prs",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Mood=Ind|Number=Sing|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin",
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Imp|VerbForm=Fin",
+    "POS=SCONJ|PronType=Rel":"PronType=Rel",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
+    "POS=PRON|Person=3|PronType=Rel":"Person=3|PronType=Rel",
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger":"Clitic=Yes|Number=Plur|Person=2|PronType=Prs|VerbForm=Ger",
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
+    "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin":"Clitic=Yes|Mood=Ind|Number=Sing|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin",
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":"Mood=Ind|Tense=Pres|VerbForm=Fin",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Number=Sing|Poss=Yes|PronType=Prs",
+    "Gender=Masc|Number=Sing|POS=ADP":"Gender=Masc|Number=Sing",
+    "Gender=Fem|POS=ADJ":"Gender=Fem",
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Clitic=Yes|Number=Plur|Person=3|PronType=Prs",
+    "Gender=Masc|POS=DET|Poss=Yes|PronType=Prs":"Gender=Masc|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Plur|POS=PROPN":"Gender=Fem|Number=Plur",
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
+    "Number=Sing|POS=DET|PronType=Art":"Number=Sing|PronType=Art",
+    "Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Foreign=Yes|POS=NOUN":"Foreign=Yes",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Gender=Masc|Number=Plur|POS=DET":"Gender=Masc|Number=Plur",
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":"Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin",
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Fin",
+    "Gender=Fem|Number=Plur|POS=DET":"Gender=Fem|Number=Plur",
+    "Number=Sing|POS=X":"Number=Sing",
+    "Foreign=Yes|Gender=Masc|POS=X":"Foreign=Yes|Gender=Masc",
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs":"Clitic=Yes|Gender=Fem|Number=Plur|PronType=Prs",
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs":"Clitic=Yes|Gender=Masc|Number=Sing|PronType=Prs",
+    "Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art":"Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Fin",
+    "Definite=Def|Gender=Fem|POS=DET":"Definite=Def|Gender=Fem",
+    "Definite=Def|POS=DET":"Definite=Def",
+    "Foreign=Yes|POS=PROPN":"Foreign=Yes",
+    "NumType=Card|POS=PROPN":"NumType=Card",
+    "Gender=Fem|Number=Sing|POS=DET":"Gender=Fem|Number=Sing",
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADV":"Degree=Abs|Gender=Masc|Number=Sing",
+    "Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2":"Mood=Imp|Number=Plur|Person=2",
+    "Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf":"Clitic=Yes|Number=Plur|Person=1|PronType=Prs|VerbForm=Inf",
+    "POS=NUM":"",
+    "Gender=Masc|Number=Sing|POS=DET":"Gender=Masc|Number=Sing",
+    "Number=Sing|POS=DET":"Number=Sing",
+    "Gender=Masc|Number=Sing|POS=PRON":"Gender=Masc|Number=Sing",
+    "POS=DET":""
+  },
+  "labels_pos":{
+    "POS=PROPN":96,
+    "POS=PUNCT":97,
+    "Gender=Masc|POS=NOUN":92,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art":85,
+    "Gender=Fem|Number=Sing|POS=NOUN":92,
+    "Gender=Masc|Number=Sing|POS=ADJ":84,
+    "Gender=Masc|Number=Sing|POS=NOUN":92,
+    "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
+    "POS=AUX|VerbForm=Inf":87,
+    "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
+    "POS=ADP":85,
+    "Gender=Fem|Number=Sing|POS=ADJ":84,
+    "POS=PRON|PronType=Rel":95,
+    "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Plur|POS=NOUN":92,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
+    "Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art":85,
+    "Number=Plur|POS=ADJ":84,
+    "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
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+    "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":95,
+    "Number=Plur|POS=PRON|PronType=Int":95,
+    "Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":95,
+    "Clitic=Yes|Number=Plur|POS=PRON|PronType=Prs":95,
+    "Foreign=Yes|Number=Sing|POS=X":101,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
+    "POS=PRON|PronType=Prs":95,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":87,
+    "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Cnd|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":87,
+    "POS=SCONJ|PronType=Rel":98,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":100,
+    "POS=PRON|Person=3|PronType=Rel":95,
+    "Clitic=Yes|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Ger":100,
+    "Mood=Sub|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
+    "Clitic=Yes|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin":100,
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":100,
+    "Degree=Cmp|POS=ADJ":84,
+    "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":87,
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":90,
+    "Number=Sing|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Gender=Masc|Number=Sing|POS=ADP":85,
+    "Gender=Fem|POS=ADJ":84,
+    "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":100,
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=2,3|PronType=Prs|Tense=Pres|VerbForm=Fin":100,
+    "Clitic=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Gender=Masc|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Gender=Fem|Number=Plur|POS=PROPN":96,
+    "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
+    "Number=Sing|POS=DET|PronType=Art":90,
+    "Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes|PronType=Prs":84,
+    "Foreign=Yes|POS=NOUN":92,
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":100,
+    "Clitic=Yes|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":100,
+    "Gender=Masc|Number=Plur|POS=DET":90,
+    "Clitic=Yes|Gender=Fem|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin":100,
+    "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":87,
+    "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":100,
+    "Gender=Fem|Number=Plur|POS=DET":90,
+    "Number=Sing|POS=X":101,
+    "Foreign=Yes|Gender=Masc|POS=X":101,
+    "Clitic=Yes|Gender=Fem|Number=Plur|POS=PRON|PronType=Prs":95,
+    "Clitic=Yes|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs":95,
+    "Clitic=Yes|Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art":95,
+    "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin":100,
+    "Definite=Def|Gender=Fem|POS=DET":90,
+    "Definite=Def|POS=DET":90,
+    "Foreign=Yes|POS=PROPN":96,
+    "NumType=Card|POS=PROPN":96,
+    "Gender=Fem|Number=Sing|POS=DET":90,
+    "Degree=Abs|Gender=Masc|Number=Sing|POS=ADV":86,
+    "Gender=Masc|Number=Plur|POS=NOUN|Tense=Past|VerbForm=Part":92,
+    "Mood=Imp|Number=Plur|POS=VERB|Person=2":100,
+    "Clitic=Yes|Number=Plur|POS=AUX|Person=1|PronType=Prs|VerbForm=Inf":87,
+    "POS=NUM":93,
+    "Gender=Masc|Number=Sing|POS=DET":90,
+    "Number=Sing|POS=DET":90,
+    "Gender=Masc|Number=Sing|POS=PRON":95,
+    "POS=DET":90
+  }
+}

ner/cfg

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

ner/moves

@@ -0,0 +1 @@
+��moves��{"0":{},"1":{"LOC":123933,"PER":71678,"MISC":48131,"ORG":20871},"2":{"LOC":123933,"PER":71678,"MISC":48131,"ORG":20871},"3":{"LOC":123933,"PER":71678,"MISC":48131,"ORG":20871},"4":{"LOC":123933,"PER":71678,"MISC":48131,"ORG":20871,"":1},"5":{"":1}}�cfg��neg_key�

parser/cfg

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

parser/moves

@@ -0,0 +1 @@
+��moves�#{"0":{"":131171},"1":{"":112878},"2":{"case":38562,"det":25835,"nsubj":9090,"advmod":7696,"cc":7544,"punct":6408,"mark":5854,"aux":5614,"amod":4663,"obl":4048,"cop":2625,"aux:pass":2047,"nummod":1977,"det:poss":1677,"expl":1601,"nsubj:pass":1416,"obj":1098,"advcl":962,"nmod":473,"iobj":449,"det:predet":378,"expl:impers":372,"expl:pass":314,"parataxis":90,"vocative":79,"csubj":55,"discourse":48,"acl":40,"dep":0},"3":{"punct":24641,"nmod":21570,"obl":11821,"amod":10763,"conj":9380,"obj":8031,"flat:name":3183,"acl:relcl":2890,"nsubj":2774,"acl":2675,"advcl":2515,"xcomp":2069,"advmod":1947,"ccomp":1334,"nummod":1226,"obl:agent":1027,"appos":827,"nsubj:pass":708,"compound":699,"fixed":662,"cop":575,"flat":532,"parataxis":282,"csubj":243,"flat:foreign":136,"det:poss":63,"dep":0},"4":{"ROOT":13117}}�cfg��neg_key�

senter/cfg

@@ -0,0 +1,3 @@
+{
+
+}

tagger/cfg

@@ -0,0 +1,52 @@
+{
+  "labels":[
+    "A",
+    "AP",
+    "B",
+    "BN",
+    "B_PC",
+    "CC",
+    "CS",
+    "DD",
+    "DE",
+    "DI",
+    "DQ",
+    "DR",
+    "E",
+    "E_RD",
+    "FB",
+    "FC",
+    "FF",
+    "FS",
+    "I",
+    "N",
+    "NO",
+    "PART",
+    "PC",
+    "PC_PC",
+    "PD",
+    "PE",
+    "PI",
+    "PP",
+    "PQ",
+    "PR",
+    "RD",
+    "RI",
+    "S",
+    "SP",
+    "SW",
+    "SYM",
+    "Sw",
+    "T",
+    "V",
+    "VA",
+    "VA_PC",
+    "VM",
+    "VM_PC",
+    "VM_PC_PC",
+    "V_B",
+    "V_PC",
+    "V_PC_PC",
+    "X"
+  ]
+}

tok2vec/cfg

@@ -0,0 +1,3 @@
+{
+
+}

tokenizer

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