initial

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ner/model filter=lfs diff=lfs merge=lfs -text
+tok2vec/model filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -0,0 +1,428 @@
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
+does not provide legal services or legal advice. Distribution of
+Creative Commons public licenses does not create a lawyer-client or
+other relationship. Creative Commons makes its licenses and related
+information available on an "as-is" basis. Creative Commons gives no
+warranties regarding its licenses, any material licensed under their
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+fullest extent possible.
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+Using Creative Commons Public Licenses
+
+Creative Commons public licenses provide a standard set of terms and
+conditions that creators and other rights holders may use to share
+original works of authorship and other material subject to copyright
+and certain other rights specified in the public license below. The
+following considerations are for informational purposes only, are not
+exhaustive, and do not form part of our licenses.
+
+     Considerations for licensors: Our public licenses are
+     intended for use by those authorized to give the public
+     permission to use material in ways otherwise restricted by
+     copyright and certain other rights. Our licenses are
+     irrevocable. Licensors should read and understand the terms
+     and conditions of the license they choose before applying it.
+     Licensors should also secure all rights necessary before
+     applying our licenses so that the public can reuse the
+     material as expected. Licensors should clearly mark any
+     material not subject to the license. This includes other CC-
+     licensed material, or material used under an exception or
+     limitation to copyright. More considerations for licensors:
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+
+     Considerations for the public: By using one of our public
+     licenses, a licensor grants the public permission to use the
+     licensed material under specified terms and conditions. If
+     the licensor's permission is not necessary for any reason--for
+     example, because of any applicable exception or limitation to
+     copyright--then that use is not regulated by the license. Our
+     licenses grant only permissions under copyright and certain
+     other rights that a licensor has authority to grant. Use of
+     the licensed material may still be restricted for other
+     reasons, including because others have copyright or other
+     rights in the material. A licensor may make special requests,
+     such as asking that all changes be marked or described.
+     Although not required by our licenses, you are encouraged to
+     respect those requests where reasonable. More considerations
+     for the public:
+    wiki.creativecommons.org/Considerations_for_licensees
+
+=======================================================================
+
+Creative Commons Attribution-ShareAlike 4.0 International Public
+License
+
+By exercising the Licensed Rights (defined below), You accept and agree
+to be bound by the terms and conditions of this Creative Commons
+Attribution-ShareAlike 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.
+
+  a. Adapted Material means material subject to Copyright and Similar
+     Rights that is derived from or based upon the Licensed Material
+     and in which the Licensed Material is translated, altered,
+     arranged, transformed, or otherwise modified in a manner requiring
+     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.
+
+  b. 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.
+
+  c. BY-SA Compatible License means a license listed at
+     creativecommons.org/compatiblelicenses, approved by Creative
+     Commons as essentially the equivalent of this Public License.
+
+  d. 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.
+
+  e. 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
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+
+  f. Exceptions and Limitations means fair use, fair dealing, and/or
+     any other exception or limitation to Copyright and Similar Rights
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+  g. License Elements means the license attributes listed in the name
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+  h. Licensed Material means the artistic or literary work, database,
+     or other material to which the Licensor applied this Public
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+
+  j. Licensor means the individual(s) or entity(ies) granting rights
+     under this Public License.
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+  k. Share means to provide material to the public by any means or
+     process that requires permission under the Licensed Rights, such
+     as reproduction, public display, public performance, distribution,
+     dissemination, communication, or importation, and to make material
+     available to the public including in ways that members of the
+     public may access the material from a place and at a time
+     individually chosen by them.
+
+  l. Sui Generis Database Rights means rights other than copyright
+     resulting from Directive 96/9/EC of the European Parliament and of
+     the Council of 11 March 1996 on the legal protection of databases,
+     as amended and/or succeeded, as well as other essentially
+     equivalent rights anywhere in the world.
+
+  m. You means the individual or entity exercising the Licensed Rights
+     under this Public License. Your has a corresponding meaning.
+
+
+Section 2 -- Scope.
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+  a. License grant.
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+       1. Subject to the terms and conditions of this Public License,
+          the Licensor hereby grants You a worldwide, royalty-free,
+          non-sublicensable, non-exclusive, irrevocable license to
+          exercise the Licensed Rights in the Licensed Material to:
+
+            a. reproduce and Share the Licensed Material, in whole or
+               in part; and
+
+            b. produce, reproduce, and Share Adapted Material.
+
+       2. Exceptions and Limitations. For the avoidance of doubt, where
+          Exceptions and Limitations apply to Your use, this Public
+          License does not apply, and You do not need to comply with
+          its terms and conditions.
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+       3. Term. The term of this Public License is specified in Section
+          6(a).
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+       4. Media and formats; technical modifications allowed. The
+          Licensor authorizes You to exercise the Licensed Rights in
+          all media and formats whether now known or hereafter created,
+          and to make technical modifications necessary to do so. The
+          Licensor waives and/or agrees not to assert any right or
+          authority to forbid You from making technical modifications
+          necessary to exercise the Licensed Rights, including
+          technical modifications necessary to circumvent Effective
+          Technological Measures. For purposes of this Public License,
+          simply making modifications authorized by this Section 2(a)
+          (4) never produces Adapted Material.
+
+       5. Downstream recipients.
+
+            a. Offer from the Licensor -- Licensed Material. Every
+               recipient of the Licensed Material automatically
+               receives an offer from the Licensor to exercise the
+               Licensed Rights under the terms and conditions of this
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+               Every recipient of Adapted Material from You
+               automatically receives an offer from the Licensor to
+               exercise the Licensed Rights in the Adapted Material
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+               any additional or different terms or conditions on, or
+               apply any Effective Technological Measures to, the
+               Licensed Material if doing so restricts exercise of the
+               Licensed Rights by any recipient of the Licensed
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+       6. No endorsement. Nothing in this Public License constitutes or
+          may be construed as permission to assert or imply that You
+          are, or that Your use of the Licensed Material is, connected
+          with, or sponsored, endorsed, or granted official status by,
+          the Licensor or others designated to receive attribution as
+          provided in Section 3(a)(1)(A)(i).
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+  b. Other rights.
+
+       1. 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
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+Section 8 -- Interpretation.
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+     conditions on any use of the Licensed Material that could lawfully
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+
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+     deemed unenforceable, it shall be automatically reformed to the
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+
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+
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+
+=======================================================================
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+Creative Commons is not a party to its public
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+
+Creative Commons may be contacted at creativecommons.org.
+

LICENSES_SOURCES

@@ -0,0 +1,1320 @@
+# UD Dutch LassySmall v2.8
+
+* Author: Bouma, Gosse; van Noord, Gertjan
+* URL: https://github.com/UniversalDependencies/UD_Dutch-LassySmall
+* License: CC BY-SA 4.0
+
+```
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
+does not provide legal services or legal advice. Distribution of
+Creative Commons public licenses does not create a lawyer-client or
+other relationship. Creative Commons makes its licenses and related
+information available on an "as-is" basis. Creative Commons gives no
+warranties regarding its licenses, any material licensed under their
+terms and conditions, or any related information. Creative Commons
+disclaims all liability for damages resulting from their use to the
+fullest extent possible.
+
+Using Creative Commons Public Licenses
+
+Creative Commons public licenses provide a standard set of terms and
+conditions that creators and other rights holders may use to share
+original works of authorship and other material subject to copyright
+and certain other rights specified in the public license below. The
+following considerations are for informational purposes only, are not
+exhaustive, and do not form part of our licenses.
+
+     Considerations for licensors: Our public licenses are
+     intended for use by those authorized to give the public
+     permission to use material in ways otherwise restricted by
+     copyright and certain other rights. Our licenses are
+     irrevocable. Licensors should read and understand the terms
+     and conditions of the license they choose before applying it.
+     Licensors should also secure all rights necessary before
+     applying our licenses so that the public can reuse the
+     material as expected. Licensors should clearly mark any
+     material not subject to the license. This includes other CC-
+     licensed material, or material used under an exception or
+     limitation to copyright. More considerations for licensors:
+    wiki.creativecommons.org/Considerations_for_licensors
+
+     Considerations for the public: By using one of our public
+     licenses, a licensor grants the public permission to use the
+     licensed material under specified terms and conditions. If
+     the licensor's permission is not necessary for any reason--for
+     example, because of any applicable exception or limitation to
+     copyright--then that use is not regulated by the license. Our
+     licenses grant only permissions under copyright and certain
+     other rights that a licensor has authority to grant. Use of
+     the licensed material may still be restricted for other
+     reasons, including because others have copyright or other
+     rights in the material. A licensor may make special requests,
+     such as asking that all changes be marked or described.
+     Although not required by our licenses, you are encouraged to
+     respect those requests where reasonable. More considerations
+     for the public:
+    wiki.creativecommons.org/Considerations_for_licensees
+
+=======================================================================
+
+Creative Commons Attribution-ShareAlike 4.0 International Public
+License
+
+By exercising the Licensed Rights (defined below), You accept and agree
+to be bound by the terms and conditions of this Creative Commons
+Attribution-ShareAlike 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.
+
+  a. Adapted Material means material subject to Copyright and Similar
+     Rights that is derived from or based upon the Licensed Material
+     and in which the Licensed Material is translated, altered,
+     arranged, transformed, or otherwise modified in a manner requiring
+     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.
+
+  b. 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.
+
+  c. BY-SA Compatible License means a license listed at
+     creativecommons.org/compatiblelicenses, approved by Creative
+     Commons as essentially the equivalent of this Public License.
+
+  d. 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.
+
+  e. 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.
+
+  f. 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.
+
+  g. License Elements means the license attributes listed in the name
+     of a Creative Commons Public License. The License Elements of this
+     Public License are Attribution and ShareAlike.
+
+  h. Licensed Material means the artistic or literary work, database,
+     or other material to which the Licensor applied this Public
+     License.
+
+  i. 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.
+
+  j. Licensor means the individual(s) or entity(ies) granting rights
+     under this Public License.
+
+  k. Share means to provide material to the public by any means or
+     process that requires permission under the Licensed Rights, such
+     as reproduction, public display, public performance, distribution,
+     dissemination, communication, or importation, and to make material
+     available to the public including in ways that members of the
+     public may access the material from a place and at a time
+     individually chosen by them.
+
+  l. Sui Generis Database Rights means rights other than copyright
+     resulting from Directive 96/9/EC of the European Parliament and of
+     the Council of 11 March 1996 on the legal protection of databases,
+     as amended and/or succeeded, as well as other essentially
+     equivalent rights anywhere in the world.
+
+  m. You means the individual or entity exercising the Licensed Rights
+     under this Public License. Your has a corresponding meaning.
+
+
+Section 2 -- Scope.
+
+  a. License grant.
+
+       1. Subject to the terms and conditions of this Public License,
+          the Licensor hereby grants You a worldwide, royalty-free,
+          non-sublicensable, non-exclusive, irrevocable license to
+          exercise the Licensed Rights in the Licensed Material to:
+
+            a. reproduce and Share the Licensed Material, in whole or
+               in part; and
+
+            b. produce, reproduce, and Share Adapted Material.
+
+       2. Exceptions and Limitations. For the avoidance of doubt, where
+          Exceptions and Limitations apply to Your use, this Public
+          License does not apply, and You do not need to comply with
+          its terms and conditions.
+
+       3. Term. The term of this Public License is specified in Section
+          6(a).
+
+       4. Media and formats; technical modifications allowed. The
+          Licensor authorizes You to exercise the Licensed Rights in
+          all media and formats whether now known or hereafter created,
+          and to make technical modifications necessary to do so. The
+          Licensor waives and/or agrees not to assert any right or
+          authority to forbid You from making technical modifications
+          necessary to exercise the Licensed Rights, including
+          technical modifications necessary to circumvent Effective
+          Technological Measures. For purposes of this Public License,
+          simply making modifications authorized by this Section 2(a)
+          (4) never produces Adapted Material.
+
+       5. Downstream recipients.
+
+            a. Offer from the Licensor -- Licensed Material. Every
+               recipient of the Licensed Material automatically
+               receives an offer from the Licensor to exercise the
+               Licensed Rights under the terms and conditions of this
+               Public License.
+
+            b. Additional offer from the Licensor -- Adapted Material.
+               Every recipient of Adapted Material from You
+               automatically receives an offer from the Licensor to
+               exercise the Licensed Rights in the Adapted Material
+               under the conditions of the Adapter's License You apply.
+
+            c. No downstream restrictions. You may not offer or impose
+               any additional or different terms or conditions on, or
+               apply any Effective Technological Measures to, the
+               Licensed Material if doing so restricts exercise of the
+               Licensed Rights by any recipient of the Licensed
+               Material.
+
+       6. No endorsement. Nothing in this Public License constitutes or
+          may be construed as permission to assert or imply that You
+          are, or that Your use of the Licensed Material is, connected
+          with, or sponsored, endorsed, or granted official status by,
+          the Licensor or others designated to receive attribution as
+          provided in Section 3(a)(1)(A)(i).
+
+  b. Other rights.
+
+       1. 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.
+
+       2. Patent and trademark rights are not licensed under this
+          Public License.
+
+       3. 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.
+
+  a. Attribution.
+
+       1. If You Share the Licensed Material (including in modified
+          form), You must:
+
+            a. retain the following if it is supplied by the Licensor
+               with the Licensed Material:
+
+                 i. 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);
+
+                ii. a copyright notice;
+
+               iii. a notice that refers to this Public License;
+
+                iv. a notice that refers to the disclaimer of
+                    warranties;
+
+                 v. a URI or hyperlink to the Licensed Material to the
+                    extent reasonably practicable;
+
+            b. indicate if You modified the Licensed Material and
+               retain an indication of any previous modifications; and
+
+            c. indicate the Licensed Material is licensed under this
+               Public License, and include the text of, or the URI or
+               hyperlink to, this Public License.
+
+       2. You may satisfy the conditions in Section 3(a)(1) in any
+          reasonable manner based on the medium, means, and context in
+          which You Share the Licensed Material. For example, it may be
+          reasonable to satisfy the conditions by providing a URI or
+          hyperlink to a resource that includes the required
+          information.
+
+       3. If requested by the Licensor, You must remove any of the
+          information required by Section 3(a)(1)(A) to the extent
+          reasonably practicable.
+
+  b. ShareAlike.
+
+     In addition to the conditions in Section 3(a), if You Share
+     Adapted Material You produce, the following conditions also apply.
+
+       1. The Adapter's License You apply must be a Creative Commons
+          license with the same License Elements, this version or
+          later, or a BY-SA Compatible License.
+
+       2. You must include the text of, or the URI or hyperlink to, the
+          Adapter's License You apply. You may satisfy this condition
+          in any reasonable manner based on the medium, means, and
+          context in which You Share Adapted Material.
+
+       3. You may not offer or impose any additional or different terms
+          or conditions on, or apply any Effective Technological
+          Measures to, Adapted Material that restrict exercise of the
+          rights granted under the Adapter's License You apply.
+
+
+Section 4 -- Sui Generis Database Rights.
+
+Where the Licensed Rights include Sui Generis Database Rights that
+apply to Your use of the Licensed Material:
+
+  a. for the avoidance of doubt, Section 2(a)(1) grants You the right
+     to extract, reuse, reproduce, and Share all or a substantial
+     portion of the contents of the database;
+
+  b. 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,
+
+     including for purposes of Section 3(b); and
+  c. You must comply with the conditions in Section 3(a) if You Share
+     all or a substantial portion of the contents of the database.
+
+For the avoidance of doubt, this Section 4 supplements and does not
+replace Your obligations under this Public License where the Licensed
+Rights include other Copyright and Similar Rights.
+
+
+Section 5 -- Disclaimer of Warranties and Limitation of Liability.
+
+  a. 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.
+
+  b. 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.
+
+  c. 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.
+
+  a. 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.
+
+  b. Where Your right to use the Licensed Material has terminated under
+     Section 6(a), it reinstates:
+
+       1. automatically as of the date the violation is cured, provided
+          it is cured within 30 days of Your discovery of the
+          violation; or
+
+       2. 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.
+
+  c. 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.
+
+  d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
+     License.
+
+
+Section 7 -- Other Terms and Conditions.
+
+  a. The Licensor shall not be bound by any additional or different
+     terms or conditions communicated by You unless expressly agreed.
+
+  b. 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.
+
+  a. 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.
+
+  b. 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.
+
+  c. 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.
+
+  d. 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.
+
+
+=======================================================================
+
+Creative Commons is not a party to its public
+licenses. Notwithstanding, Creative Commons may elect to apply one of
+its public licenses to material it publishes and in those instances
+will be considered the “Licensor.” The text of the Creative Commons
+public licenses is dedicated to the public domain under the CC0 Public
+Domain Dedication. Except for the limited purpose of indicating that
+material is shared under a Creative Commons public license or as
+otherwise permitted by the Creative Commons policies published at
+creativecommons.org/policies, Creative Commons does not authorize the
+use of the trademark "Creative Commons" or any other trademark or logo
+of Creative Commons without its prior written consent including,
+without limitation, in connection with any unauthorized modifications
+to any of its public licenses or any other arrangements,
+understandings, or agreements concerning use of licensed material. For
+the avoidance of doubt, this paragraph does not form part of the
+public licenses.
+
+Creative Commons may be contacted at creativecommons.org.
+
+```
+
+
+
+
+# Dutch NER Annotations for UD LassySmall
+
+* Author: NLP Town
+* URL: https://nlp.town
+* License: CC BY-SA 4.0
+
+```
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
+does not provide legal services or legal advice. Distribution of
+Creative Commons public licenses does not create a lawyer-client or
+other relationship. Creative Commons makes its licenses and related
+information available on an "as-is" basis. Creative Commons gives no
+warranties regarding its licenses, any material licensed under their
+terms and conditions, or any related information. Creative Commons
+disclaims all liability for damages resulting from their use to the
+fullest extent possible.
+
+Using Creative Commons Public Licenses
+
+Creative Commons public licenses provide a standard set of terms and
+conditions that creators and other rights holders may use to share
+original works of authorship and other material subject to copyright
+and certain other rights specified in the public license below. The
+following considerations are for informational purposes only, are not
+exhaustive, and do not form part of our licenses.
+
+     Considerations for licensors: Our public licenses are
+     intended for use by those authorized to give the public
+     permission to use material in ways otherwise restricted by
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+     irrevocable. Licensors should read and understand the terms
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+     Licensors should also secure all rights necessary before
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+     material as expected. Licensors should clearly mark any
+     material not subject to the license. This includes other CC-
+     licensed material, or material used under an exception or
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+    wiki.creativecommons.org/Considerations_for_licensors
+
+     Considerations for the public: By using one of our public
+     licenses, a licensor grants the public permission to use the
+     licensed material under specified terms and conditions. If
+     the licensor's permission is not necessary for any reason--for
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+     Although not required by our licenses, you are encouraged to
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+     for the public:
+    wiki.creativecommons.org/Considerations_for_licensees
+
+=======================================================================
+
+Creative Commons Attribution-ShareAlike 4.0 International Public
+License
+
+By exercising the Licensed Rights (defined below), You accept and agree
+to be bound by the terms and conditions of this Creative Commons
+Attribution-ShareAlike 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.
+
+  a. Adapted Material means material subject to Copyright and Similar
+     Rights that is derived from or based upon the Licensed Material
+     and in which the Licensed Material is translated, altered,
+     arranged, transformed, or otherwise modified in a manner requiring
+     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.
+
+  b. 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.
+
+  c. BY-SA Compatible License means a license listed at
+     creativecommons.org/compatiblelicenses, approved by Creative
+     Commons as essentially the equivalent of this Public License.
+
+  d. 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.
+
+  e. 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.
+
+  f. 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.
+
+  g. License Elements means the license attributes listed in the name
+     of a Creative Commons Public License. The License Elements of this
+     Public License are Attribution and ShareAlike.
+
+  h. Licensed Material means the artistic or literary work, database,
+     or other material to which the Licensor applied this Public
+     License.
+
+  i. 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.
+
+  j. Licensor means the individual(s) or entity(ies) granting rights
+     under this Public License.
+
+  k. Share means to provide material to the public by any means or
+     process that requires permission under the Licensed Rights, such
+     as reproduction, public display, public performance, distribution,
+     dissemination, communication, or importation, and to make material
+     available to the public including in ways that members of the
+     public may access the material from a place and at a time
+     individually chosen by them.
+
+  l. Sui Generis Database Rights means rights other than copyright
+     resulting from Directive 96/9/EC of the European Parliament and of
+     the Council of 11 March 1996 on the legal protection of databases,
+     as amended and/or succeeded, as well as other essentially
+     equivalent rights anywhere in the world.
+
+  m. You means the individual or entity exercising the Licensed Rights
+     under this Public License. Your has a corresponding meaning.
+
+
+Section 2 -- Scope.
+
+  a. License grant.
+
+       1. Subject to the terms and conditions of this Public License,
+          the Licensor hereby grants You a worldwide, royalty-free,
+          non-sublicensable, non-exclusive, irrevocable license to
+          exercise the Licensed Rights in the Licensed Material to:
+
+            a. reproduce and Share the Licensed Material, in whole or
+               in part; and
+
+            b. produce, reproduce, and Share Adapted Material.
+
+       2. Exceptions and Limitations. For the avoidance of doubt, where
+          Exceptions and Limitations apply to Your use, this Public
+          License does not apply, and You do not need to comply with
+          its terms and conditions.
+
+       3. Term. The term of this Public License is specified in Section
+          6(a).
+
+       4. Media and formats; technical modifications allowed. The
+          Licensor authorizes You to exercise the Licensed Rights in
+          all media and formats whether now known or hereafter created,
+          and to make technical modifications necessary to do so. The
+          Licensor waives and/or agrees not to assert any right or
+          authority to forbid You from making technical modifications
+          necessary to exercise the Licensed Rights, including
+          technical modifications necessary to circumvent Effective
+          Technological Measures. For purposes of this Public License,
+          simply making modifications authorized by this Section 2(a)
+          (4) never produces Adapted Material.
+
+       5. Downstream recipients.
+
+            a. Offer from the Licensor -- Licensed Material. Every
+               recipient of the Licensed Material automatically
+               receives an offer from the Licensor to exercise the
+               Licensed Rights under the terms and conditions of this
+               Public License.
+
+            b. Additional offer from the Licensor -- Adapted Material.
+               Every recipient of Adapted Material from You
+               automatically receives an offer from the Licensor to
+               exercise the Licensed Rights in the Adapted Material
+               under the conditions of the Adapter's License You apply.
+
+            c. No downstream restrictions. You may not offer or impose
+               any additional or different terms or conditions on, or
+               apply any Effective Technological Measures to, the
+               Licensed Material if doing so restricts exercise of the
+               Licensed Rights by any recipient of the Licensed
+               Material.
+
+       6. No endorsement. Nothing in this Public License constitutes or
+          may be construed as permission to assert or imply that You
+          are, or that Your use of the Licensed Material is, connected
+          with, or sponsored, endorsed, or granted official status by,
+          the Licensor or others designated to receive attribution as
+          provided in Section 3(a)(1)(A)(i).
+
+  b. Other rights.
+
+       1. 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.
+
+       2. Patent and trademark rights are not licensed under this
+          Public License.
+
+       3. 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.
+
+  a. Attribution.
+
+       1. If You Share the Licensed Material (including in modified
+          form), You must:
+
+            a. retain the following if it is supplied by the Licensor
+               with the Licensed Material:
+
+                 i. 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);
+
+                ii. a copyright notice;
+
+               iii. a notice that refers to this Public License;
+
+                iv. a notice that refers to the disclaimer of
+                    warranties;
+
+                 v. a URI or hyperlink to the Licensed Material to the
+                    extent reasonably practicable;
+
+            b. indicate if You modified the Licensed Material and
+               retain an indication of any previous modifications; and
+
+            c. indicate the Licensed Material is licensed under this
+               Public License, and include the text of, or the URI or
+               hyperlink to, this Public License.
+
+       2. You may satisfy the conditions in Section 3(a)(1) in any
+          reasonable manner based on the medium, means, and context in
+          which You Share the Licensed Material. For example, it may be
+          reasonable to satisfy the conditions by providing a URI or
+          hyperlink to a resource that includes the required
+          information.
+
+       3. If requested by the Licensor, You must remove any of the
+          information required by Section 3(a)(1)(A) to the extent
+          reasonably practicable.
+
+  b. ShareAlike.
+
+     In addition to the conditions in Section 3(a), if You Share
+     Adapted Material You produce, the following conditions also apply.
+
+       1. The Adapter's License You apply must be a Creative Commons
+          license with the same License Elements, this version or
+          later, or a BY-SA Compatible License.
+
+       2. You must include the text of, or the URI or hyperlink to, the
+          Adapter's License You apply. You may satisfy this condition
+          in any reasonable manner based on the medium, means, and
+          context in which You Share Adapted Material.
+
+       3. You may not offer or impose any additional or different terms
+          or conditions on, or apply any Effective Technological
+          Measures to, Adapted Material that restrict exercise of the
+          rights granted under the Adapter's License You apply.
+
+
+Section 4 -- Sui Generis Database Rights.
+
+Where the Licensed Rights include Sui Generis Database Rights that
+apply to Your use of the Licensed Material:
+
+  a. for the avoidance of doubt, Section 2(a)(1) grants You the right
+     to extract, reuse, reproduce, and Share all or a substantial
+     portion of the contents of the database;
+
+  b. 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,
+
+     including for purposes of Section 3(b); and
+  c. You must comply with the conditions in Section 3(a) if You Share
+     all or a substantial portion of the contents of the database.
+
+For the avoidance of doubt, this Section 4 supplements and does not
+replace Your obligations under this Public License where the Licensed
+Rights include other Copyright and Similar Rights.
+
+
+Section 5 -- Disclaimer of Warranties and Limitation of Liability.
+
+  a. 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.
+
+  b. 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.
+
+  c. 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.
+
+  a. 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.
+
+  b. Where Your right to use the Licensed Material has terminated under
+     Section 6(a), it reinstates:
+
+       1. automatically as of the date the violation is cured, provided
+          it is cured within 30 days of Your discovery of the
+          violation; or
+
+       2. 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.
+
+  c. 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.
+
+  d. Sections 1, 5, 6, 7, and 8 survive termination of this Public
+     License.
+
+
+Section 7 -- Other Terms and Conditions.
+
+  a. The Licensor shall not be bound by any additional or different
+     terms or conditions communicated by You unless expressly agreed.
+
+  b. 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.
+
+  a. 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.
+
+  b. 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.
+
+  c. 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.
+
+  d. 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.
+
+
+=======================================================================
+
+Creative Commons is not a party to its public
+licenses. Notwithstanding, Creative Commons may elect to apply one of
+its public licenses to material it publishes and in those instances
+will be considered the “Licensor.” The text of the Creative Commons
+public licenses is dedicated to the public domain under the CC0 Public
+Domain Dedication. Except for the limited purpose of indicating that
+material is shared under a Creative Commons public license or as
+otherwise permitted by the Creative Commons policies published at
+creativecommons.org/policies, Creative Commons does not authorize the
+use of the trademark "Creative Commons" or any other trademark or logo
+of Creative Commons without its prior written consent including,
+without limitation, in connection with any unauthorized modifications
+to any of its public licenses or any other arrangements,
+understandings, or agreements concerning use of licensed material. For
+the avoidance of doubt, this paragraph does not form part of the
+public licenses.
+
+Creative Commons may be contacted at creativecommons.org.
+
+```
+
+
+
+
+# UD Dutch Alpino v2.8
+
+* Author: Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan
+* URL: https://github.com/UniversalDependencies/UD_Dutch-Alpino
+* License: CC BY-SA 4.0
+
+```
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
+does not provide legal services or legal advice. Distribution of
+Creative Commons public licenses does not create a lawyer-client or
+other relationship. Creative Commons makes its licenses and related
+information available on an "as-is" basis. Creative Commons gives no
+warranties regarding its licenses, any material licensed under their
+terms and conditions, or any related information. Creative Commons
+disclaims all liability for damages resulting from their use to the
+fullest extent possible.
+
+Using Creative Commons Public Licenses
+
+Creative Commons public licenses provide a standard set of terms and
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+

README.md

@@ -0,0 +1,127 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- nl
+license: cc-by-sa-4.0
+model-index:
+- name: nl_core_news_sm
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.7496350365
+    - name: NER Recall
+      type: recall
+      value: 0.7102351314
+    - name: NER F Score
+      type: f_score
+      value: 0.7294034091
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.939195673
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9572746505
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9504635184
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.9504328674
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.8535422689
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.80149091
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.8658922914
+---
+### Details: https://spacy.io/models/nl#nl_core_news_sm
+
+Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `nl_core_news_sm` |
+| **Version** | `3.6.0` |
+| **spaCy** | `>=3.6.0,<3.7.0` |
+| **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
+| **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | [UD Dutch LassySmall v2.8](https://github.com/UniversalDependencies/UD_Dutch-LassySmall) (Bouma, Gosse; van Noord, Gertjan)<br />[Dutch NER Annotations for UD LassySmall](https://nlp.town) (NLP Town)<br />[UD Dutch Alpino v2.8](https://github.com/UniversalDependencies/UD_Dutch-Alpino) (Zeman, Daniel; Žabokrtský, Zdeněk; Bouma, Gosse; van Noord, Gertjan) |
+| **License** | `CC BY-SA 4.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (323 labels for 4 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`morphologizer`** | `POS=PRON\|Person=3\|PronType=Dem`, `Number=Sing\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `POS=ADV`, `POS=VERB\|VerbForm=Part`, `POS=PUNCT`, `Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `POS=ADP`, `POS=NUM`, `Number=Plur\|POS=NOUN`, `POS=VERB\|VerbForm=Inf`, `POS=SCONJ`, `Definite=Def\|POS=DET`, `Gender=Com\|Number=Sing\|POS=NOUN`, `Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Degree=Pos\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Gender=Com\|Number=Sing\|POS=PROPN`, `POS=AUX\|VerbForm=Inf`, `Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `POS=DET`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PRON\|Person=3\|PronType=Prs`, `POS=CCONJ`, `Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `POS=PRON\|Person=3\|PronType=Ind`, `Degree=Cmp\|POS=ADJ`, `Case=Nom\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Ind\|POS=DET`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Plur\|POS=AUX\|Tense=Pres\|VerbForm=Fin`, `POS=PRON\|PronType=Rel`, `Case=Acc\|POS=PRON\|Person=1\|PronType=Prs`, `Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Gender=Com,Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PROPN`, `POS=PRON\|PronType=Ind`, `POS=PRON\|Person=3\|PronType=Int`, `Case=Acc\|POS=PRON\|PronType=Rcp`, `Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Fin`, `Number=Sing\|POS=NOUN`, `POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=SYM`, `Abbr=Yes\|POS=X`, `Gender=Com,Neut\|Number=Sing\|POS=PROPN`, `Degree=Sup\|POS=ADJ`, `POS=ADJ`, `Number=Sing\|POS=PROPN`, `POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Part`, `POS=SPACE`, `POS=PRON\|Person=3\|PronType=Rel`, `Number=Plur\|POS=PROPN`, `POS=PRON\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Dat\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PRON\|Person=2\|PronType=Prs`, `POS=INTJ`, `Case=Acc\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PRON\|PronType=Int`, `POS=PRON\|Person=2\|PronType=Prs`, `POS=PRON\|Person=3`, `Case=Gen\|POS=PRON\|Person=2\|PronType=Prs`, `POS=X` |
+| **`tagger`** | `ADJ\|nom\|basis\|met-e\|mv-n`, `ADJ\|nom\|basis\|met-e\|zonder-n\|bijz`, `ADJ\|nom\|basis\|met-e\|zonder-n\|stan`, `ADJ\|nom\|basis\|zonder\|mv-n`, `ADJ\|nom\|basis\|zonder\|zonder-n`, `ADJ\|nom\|comp\|met-e\|mv-n`, `ADJ\|nom\|comp\|met-e\|zonder-n\|stan`, `ADJ\|nom\|sup\|met-e\|mv-n`, `ADJ\|nom\|sup\|met-e\|zonder-n\|bijz`, `ADJ\|nom\|sup\|met-e\|zonder-n\|stan`, `ADJ\|nom\|sup\|zonder\|zonder-n`, `ADJ\|postnom\|basis\|met-s`, `ADJ\|postnom\|basis\|zonder`, `ADJ\|postnom\|comp\|met-s`, `ADJ\|prenom\|basis\|met-e\|bijz`, `ADJ\|prenom\|basis\|met-e\|stan`, `ADJ\|prenom\|basis\|zonder`, `ADJ\|prenom\|comp\|met-e\|stan`, `ADJ\|prenom\|comp\|zonder`, `ADJ\|prenom\|sup\|met-e\|stan`, `ADJ\|prenom\|sup\|zonder`, `ADJ\|vrij\|basis\|zonder`, `ADJ\|vrij\|comp\|zonder`, `ADJ\|vrij\|dim\|zonder`, `ADJ\|vrij\|sup\|zonder`, `BW`, `LET`, `LID\|bep\|dat\|evmo`, `LID\|bep\|gen\|evmo`, `LID\|bep\|gen\|rest3`, `LID\|bep\|stan\|evon`, `LID\|bep\|stan\|rest`, `LID\|onbep\|stan\|agr`, `N\|eigen\|ev\|basis\|gen`, `N\|eigen\|ev\|basis\|genus\|stan`, `N\|eigen\|ev\|basis\|onz\|stan`, `N\|eigen\|ev\|basis\|zijd\|stan`, `N\|eigen\|ev\|dim\|onz\|stan`, `N\|eigen\|mv\|basis`, `N\|soort\|ev\|basis\|dat`, `N\|soort\|ev\|basis\|gen`, `N\|soort\|ev\|basis\|genus\|stan`, `N\|soort\|ev\|basis\|onz\|stan`, `N\|soort\|ev\|basis\|zijd\|stan`, `N\|soort\|ev\|dim\|onz\|stan`, `N\|soort\|mv\|basis`, `N\|soort\|mv\|dim`, `SPEC\|afgebr`, `SPEC\|afk`, `SPEC\|deeleigen`, `SPEC\|enof`, `SPEC\|meta`, `SPEC\|symb`, `SPEC\|vreemd`, `TSW`, `TW\|hoofd\|nom\|mv-n\|basis`, `TW\|hoofd\|nom\|mv-n\|dim`, `TW\|hoofd\|nom\|zonder-n\|basis`, `TW\|hoofd\|nom\|zonder-n\|dim`, `TW\|hoofd\|prenom\|stan`, `TW\|hoofd\|vrij`, `TW\|rang\|nom\|mv-n`, `TW\|rang\|nom\|zonder-n`, `TW\|rang\|prenom\|stan`, `VG\|neven`, `VG\|onder`, `VNW\|aanw\|adv-pron\|obl\|vol\|3o\|getal`, `VNW\|aanw\|adv-pron\|stan\|red\|3\|getal`, `VNW\|aanw\|det\|dat\|nom\|met-e\|zonder-n`, `VNW\|aanw\|det\|dat\|prenom\|met-e\|evmo`, `VNW\|aanw\|det\|gen\|prenom\|met-e\|rest3`, `VNW\|aanw\|det\|stan\|nom\|met-e\|mv-n`, `VNW\|aanw\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|aanw\|det\|stan\|prenom\|met-e\|rest`, `VNW\|aanw\|det\|stan\|prenom\|zonder\|agr`, `VNW\|aanw\|det\|stan\|prenom\|zonder\|evon`, `VNW\|aanw\|det\|stan\|prenom\|zonder\|rest`, `VNW\|aanw\|det\|stan\|vrij\|zonder`, `VNW\|aanw\|pron\|gen\|vol\|3m\|ev`, `VNW\|aanw\|pron\|stan\|vol\|3o\|ev`, `VNW\|aanw\|pron\|stan\|vol\|3\|getal`, `VNW\|betr\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|betr\|det\|stan\|nom\|zonder\|zonder-n`, `VNW\|betr\|pron\|stan\|vol\|3\|ev`, `VNW\|betr\|pron\|stan\|vol\|persoon\|getal`, `VNW\|bez\|det\|gen\|vol\|3\|ev\|prenom\|met-e\|rest3`, `VNW\|bez\|det\|stan\|nadr\|2v\|mv\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|red\|1\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|red\|2v\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|red\|3\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|1\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|1\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|1\|mv\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|1\|mv\|prenom\|zonder\|evon`, `VNW\|bez\|det\|stan\|vol\|2v\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|2\|getal\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|3m\|ev\|nom\|met-e\|zonder-n`, `VNW\|bez\|det\|stan\|vol\|3m\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3p\|mv\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|nom\|met-e\|zonder-n`, `VNW\|bez\|det\|stan\|vol\|3v\|ev\|prenom\|met-e\|rest`, `VNW\|bez\|det\|stan\|vol\|3\|ev\|prenom\|zonder\|agr`, `VNW\|bez\|det\|stan\|vol\|3\|mv\|prenom\|zonder\|agr`, `VNW\|excl\|pron\|stan\|vol\|3\|getal`, `VNW\|onbep\|adv-pron\|gen\|red\|3\|getal`, `VNW\|onbep\|adv-pron\|obl\|vol\|3o\|getal`, `VNW\|onbep\|det\|stan\|nom\|met-e\|mv-n`, `VNW\|onbep\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|onbep\|det\|stan\|nom\|zonder\|zonder-n`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|agr`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|evz`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|mv`, `VNW\|onbep\|det\|stan\|prenom\|met-e\|rest`, `VNW\|onbep\|det\|stan\|prenom\|zonder\|agr`, `VNW\|onbep\|det\|stan\|prenom\|zonder\|evon`, `VNW\|onbep\|det\|stan\|vrij\|zonder`, `VNW\|onbep\|grad\|gen\|nom\|met-e\|mv-n\|basis`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|mv-n\|basis`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|mv-n\|sup`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|zonder-n\|basis`, `VNW\|onbep\|grad\|stan\|nom\|met-e\|zonder-n\|sup`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|agr\|basis`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|agr\|comp`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|agr\|sup`, `VNW\|onbep\|grad\|stan\|prenom\|met-e\|mv\|basis`, `VNW\|onbep\|grad\|stan\|prenom\|zonder\|agr\|basis`, `VNW\|onbep\|grad\|stan\|prenom\|zonder\|agr\|comp`, `VNW\|onbep\|grad\|stan\|vrij\|zonder\|basis`, `VNW\|onbep\|grad\|stan\|vrij\|zonder\|comp`, `VNW\|onbep\|grad\|stan\|vrij\|zonder\|sup`, `VNW\|onbep\|pron\|gen\|vol\|3p\|ev`, `VNW\|onbep\|pron\|stan\|vol\|3o\|ev`, `VNW\|onbep\|pron\|stan\|vol\|3p\|ev`, `VNW\|pers\|pron\|gen\|vol\|2\|getal`, `VNW\|pers\|pron\|nomin\|nadr\|3m\|ev\|masc`, `VNW\|pers\|pron\|nomin\|nadr\|3v\|ev\|fem`, `VNW\|pers\|pron\|nomin\|red\|1\|mv`, `VNW\|pers\|pron\|nomin\|red\|2v\|ev`, `VNW\|pers\|pron\|nomin\|red\|2\|getal`, `VNW\|pers\|pron\|nomin\|red\|3p\|ev\|masc`, `VNW\|pers\|pron\|nomin\|red\|3\|ev\|masc`, `VNW\|pers\|pron\|nomin\|vol\|1\|ev`, `VNW\|pers\|pron\|nomin\|vol\|1\|mv`, `VNW\|pers\|pron\|nomin\|vol\|2b\|getal`, `VNW\|pers\|pron\|nomin\|vol\|2v\|ev`, `VNW\|pers\|pron\|nomin\|vol\|2\|getal`, `VNW\|pers\|pron\|nomin\|vol\|3p\|mv`, `VNW\|pers\|pron\|nomin\|vol\|3v\|ev\|fem`, `VNW\|pers\|pron\|nomin\|vol\|3\|ev\|masc`, `VNW\|pers\|pron\|obl\|nadr\|3m\|ev\|masc`, `VNW\|pers\|pron\|obl\|red\|3\|ev\|masc`, `VNW\|pers\|pron\|obl\|vol\|2v\|ev`, `VNW\|pers\|pron\|obl\|vol\|3p\|mv`, `VNW\|pers\|pron\|obl\|vol\|3\|ev\|masc`, `VNW\|pers\|pron\|obl\|vol\|3\|getal\|fem`, `VNW\|pers\|pron\|stan\|nadr\|2v\|mv`, `VNW\|pers\|pron\|stan\|red\|3\|ev\|fem`, `VNW\|pers\|pron\|stan\|red\|3\|ev\|onz`, `VNW\|pers\|pron\|stan\|red\|3\|mv`, `VNW\|pr\|pron\|obl\|nadr\|1\|ev`, `VNW\|pr\|pron\|obl\|nadr\|2v\|getal`, `VNW\|pr\|pron\|obl\|nadr\|2\|getal`, `VNW\|pr\|pron\|obl\|red\|1\|ev`, `VNW\|pr\|pron\|obl\|red\|2v\|getal`, `VNW\|pr\|pron\|obl\|vol\|1\|ev`, `VNW\|pr\|pron\|obl\|vol\|1\|mv`, `VNW\|pr\|pron\|obl\|vol\|2\|getal`, `VNW\|recip\|pron\|gen\|vol\|persoon\|mv`, `VNW\|recip\|pron\|obl\|vol\|persoon\|mv`, `VNW\|refl\|pron\|obl\|nadr\|3\|getal`, `VNW\|refl\|pron\|obl\|red\|3\|getal`, `VNW\|vb\|adv-pron\|obl\|vol\|3o\|getal`, `VNW\|vb\|det\|stan\|nom\|met-e\|zonder-n`, `VNW\|vb\|det\|stan\|prenom\|met-e\|rest`, `VNW\|vb\|det\|stan\|prenom\|zonder\|evon`, `VNW\|vb\|pron\|gen\|vol\|3m\|ev`, `VNW\|vb\|pron\|gen\|vol\|3p\|mv`, `VNW\|vb\|pron\|gen\|vol\|3v\|ev`, `VNW\|vb\|pron\|stan\|vol\|3o\|ev`, `VNW\|vb\|pron\|stan\|vol\|3p\|getal`, `VZ\|fin`, `VZ\|init`, `VZ\|versm`, `WW\|inf\|nom\|zonder\|zonder-n`, `WW\|inf\|prenom\|met-e`, `WW\|inf\|vrij\|zonder`, `WW\|od\|nom\|met-e\|mv-n`, `WW\|od\|nom\|met-e\|zonder-n`, `WW\|od\|prenom\|met-e`, `WW\|od\|prenom\|zonder`, `WW\|od\|vrij\|zonder`, `WW\|pv\|conj\|ev`, `WW\|pv\|tgw\|ev`, `WW\|pv\|tgw\|met-t`, `WW\|pv\|tgw\|mv`, `WW\|pv\|verl\|ev`, `WW\|pv\|verl\|mv`, `WW\|vd\|nom\|met-e\|mv-n`, `WW\|vd\|nom\|met-e\|zonder-n`, `WW\|vd\|prenom\|met-e`, `WW\|vd\|prenom\|zonder`, `WW\|vd\|vrij\|zonder`, `_SP` |
+| **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl`, `expl:pv`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `xcomp` |
+| **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TAG_ACC` | 93.92 |
+| `SENTS_P` | 85.00 |
+| `SENTS_R` | 88.24 |
+| `SENTS_F` | 86.59 |
+| `DEP_UAS` | 85.35 |
+| `DEP_LAS` | 80.15 |
+| `ENTS_P` | 74.96 |
+| `ENTS_R` | 71.02 |
+| `ENTS_F` | 72.94 |
+| `TOKEN_ACC` | 99.94 |
+| `TOKEN_P` | 99.74 |
+| `TOKEN_R` | 99.76 |
+| `TOKEN_F` | 99.75 |
+| `POS_ACC` | 95.73 |
+| `MORPH_ACC` | 95.05 |
+| `MORPH_MICRO_P` | 95.82 |
+| `MORPH_MICRO_R` | 93.63 |
+| `MORPH_MICRO_F` | 94.71 |
+| `LEMMA_ACC` | 95.04 |

accuracy.json

@@ -0,0 +1,353 @@
+{
+  "tag_acc": 0.939195673,
+  "sents_p": 0.8500345543,
+  "sents_r": 0.8823529412,
+  "sents_f": 0.8658922914,
+  "dep_uas": 0.8535422689,
+  "dep_las": 0.80149091,
+  "dep_las_per_type": {
+    "nmod:poss": {
+      "p": 0.9413919414,
+      "r": 0.9379562044,
+      "f": 0.9396709324
+    },
+    "nsubj": {
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+      "r": 0.8251150559,
+      "f": 0.8262014483
+    },
+    "aux": {
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+      "r": 0.8914473684,
+      "f": 0.8870703764
+    },
+    "advmod": {
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+      "r": 0.7857142857,
+      "f": 0.7615750757
+    },
+    "root": {
+      "p": 0.8507256393,
+      "r": 0.8830703013,
+      "f": 0.8665962689
+    },
+    "det": {
+      "p": 0.9329446064,
+      "r": 0.9692773691,
+      "f": 0.9507640068
+    },
+    "amod": {
+      "p": 0.8520452567,
+      "r": 0.8772401434,
+      "f": 0.8644591611
+    },
+    "obl": {
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+      "r": 0.7271496276,
+      "f": 0.7278888512
+    },
+    "mark": {
+      "p": 0.8917431193,
+      "r": 0.8836363636,
+      "f": 0.8876712329
+    },
+    "ccomp": {
+      "p": 0.6494845361,
+      "r": 0.5887850467,
+      "f": 0.6176470588
+    },
+    "case": {
+      "p": 0.9296357616,
+      "r": 0.9512918255,
+      "f": 0.940339125
+    },
+    "appos": {
+      "p": 0.7166123779,
+      "r": 0.6666666667,
+      "f": 0.6907378336
+    },
+    "obj": {
+      "p": 0.7241887906,
+      "r": 0.7496183206,
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+    },
+    "compound:prt": {
+      "p": 0.7616580311,
+      "r": 0.6901408451,
+      "f": 0.724137931
+    },
+    "xcomp": {
+      "p": 0.63099631,
+      "r": 0.6218181818,
+      "f": 0.6263736264
+    },
+    "flat": {
+      "p": 0.788590604,
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+    "expl:pv": {
+      "p": 0.7446808511,
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+    "acl": {
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+    },
+    "advcl": {
+      "p": 0.4401913876,
+      "r": 0.4144144144,
+      "f": 0.4269141531
+    },
+    "nummod": {
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+      "r": 0.8466666667,
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+    "nmod": {
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+    "cc": {
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+    "conj": {
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+      "r": 0.6222826087,
+      "f": 0.6151779718
+    },
+    "nsubj:pass": {
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+      "r": 0.7987421384,
+      "f": 0.7791411043
+    },
+    "aux:pass": {
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+      "r": 0.8833333333,
+      "f": 0.8857938719
+    },
+    "iobj": {
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+      "r": 0.3636363636,
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+    },
+    "dep": {
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+    "cop": {
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+      "r": 0.7509157509,
+      "f": 0.7414104882
+    },
+    "acl:relcl": {
+      "p": 0.6603773585,
+      "r": 0.6603773585,
+      "f": 0.6603773585
+    },
+    "parataxis": {
+      "p": 0.3092783505,
+      "r": 0.2173913043,
+      "f": 0.2553191489
+    },
+    "fixed": {
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+      "f": 0.47597254
+    },
+    "expl": {
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+      "r": 0.380952381,
+      "f": 0.4
+    },
+    "obl:agent": {
+      "p": 0.8518518519,
+      "r": 0.7931034483,
+      "f": 0.8214285714
+    },
+    "csubj": {
+      "p": 0.6,
+      "r": 0.45,
+      "f": 0.5142857143
+    },
+    "orphan": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    }
+  },
+  "ents_p": 0.7496350365,
+  "ents_r": 0.7102351314,
+  "ents_f": 0.7294034091,
+  "ents_per_type": {
+    "DATE": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
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+    "NORP": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
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+    "LOC": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "WORK_OF_ART": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "CARDINAL": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "PERSON": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "EVENT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "GPE": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "ORDINAL": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "FAC": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "LANGUAGE": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "ORG": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "QUANTITY": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "MONEY": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "TIME": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "PERCENT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "LAW": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
+    "PRODUCT": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    }
+  },
+  "speed": 11638.5774475565,
+  "token_acc": 0.999433329,
+  "token_p": 0.9974281853,
+  "token_r": 0.9975586363,
+  "token_f": 0.9974934066,
+  "pos_acc": 0.9572746505,
+  "morph_acc": 0.9504635184,
+  "morph_micro_p": 0.9581605554,
+  "morph_micro_r": 0.9363474935,
+  "morph_micro_f": 0.9471284484,
+  "morph_per_feat": {
+    "Person": {
+      "p": 0.9911154985,
+      "r": 0.9598470363,
+      "f": 0.9752306945
+    },
+    "Poss": {
+      "p": 0.9921259843,
+      "r": 0.9655172414,
+      "f": 0.9786407767
+    },
+    "PronType": {
+      "p": 0.9905008636,
+      "r": 0.9534497091,
+      "f": 0.971622194
+    },
+    "Gender": {
+      "p": 0.906358074,
+      "r": 0.8667005851,
+      "f": 0.8860858257
+    },
+    "Number": {
+      "p": 0.9747808704,
+      "r": 0.9488100584,
+      "f": 0.9616201456
+    },
+    "Tense": {
+      "p": 0.9576129392,
+      "r": 0.9439252336,
+      "f": 0.9507198228
+    },
+    "VerbForm": {
+      "p": 0.9392948019,
+      "r": 0.9298308744,
+      "f": 0.9345388788
+    },
+    "Degree": {
+      "p": 0.9271809661,
+      "r": 0.9238505747,
+      "f": 0.9255127744
+    },
+    "Definite": {
+      "p": 0.9942806863,
+      "r": 0.9947183099,
+      "f": 0.9944994499
+    },
+    "Case": {
+      "p": 0.9940357853,
+      "r": 0.9960159363,
+      "f": 0.9950248756
+    },
+    "Reflex": {
+      "p": 1.0,
+      "r": 1.0,
+      "f": 1.0
+    },
+    "Abbr": {
+      "p": 1.0,
+      "r": 0.5555555556,
+      "f": 0.7142857143
+    }
+  },
+  "lemma_acc": 0.9504328674
+}

config.cfg

@@ -0,0 +1,313 @@
+[paths]
+train = null
+dev = null
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "nl"
+pipeline = ["tok2vec","morphologizer","tagger","parser","lemmatizer","senter","attribute_ruler","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"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
+validate = false
+
+[components.lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.lemmatizer.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode:width}
+upstream = "tok2vec"
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[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
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+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 = [5000,1000,2500,2500]
+include_static_vectors = false
+
+[components.ner.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 30
+moves = null
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
+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"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
+
+[components.senter.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.senter.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.senter.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 16
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
+include_static_vectors = false
+
+[components.senter.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 16
+depth = 2
+window_size = 1
+maxout_pieces = 2
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[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","SPACY","IS_SPACE"]
+rows = [5000,1000,2500,2500,50,50]
+include_static_vectors = false
+
+[components.tok2vec.model.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[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 = 100000
+eval_frequency = 1000
+frozen_components = []
+before_to_disk = null
+annotating_components = []
+before_update = null
+
+[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.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = true
+eps = 0.00000001
+learn_rate = 0.001
+
+[training.score_weights]
+pos_acc = 0.1
+morph_acc = 0.09
+morph_per_feat = null
+tag_acc = 0.1
+dep_uas = 0.0
+dep_las = 0.29
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.04
+lemma_acc = 0.1
+ents_f = 0.29
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+speed = 0.0
+
+[pretraining]
+
+[initialize]
+vocab_data = null
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.components.lemmatizer]
+
+[initialize.components.lemmatizer.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/trainable_lemmatizer.json"
+require = false
+
+[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]

lemmatizer/cfg

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+}

meta.json

@@ -0,0 +1,755 @@
+{
+  "lang":"nl",
+  "name":"core_news_sm",
+  "version":"3.6.0",
+  "description":"Dutch pipeline optimized for CPU. Components: tok2vec, morphologizer, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner.",
+  "author":"Explosion",
+  "email":"[email protected]",
+  "url":"https://explosion.ai",
+  "license":"CC BY-SA 4.0",
+  "spacy_version":">=3.6.0,<3.7.0",
+  "spacy_git_version":"cb4fdc83e",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "morphologizer":[
+      "POS=PRON|Person=3|PronType=Dem",
+      "Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin",
+      "POS=ADV",
+      "POS=VERB|VerbForm=Part",
+      "POS=PUNCT",
+      "Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin",
+      "POS=ADP",
+      "POS=NUM",
+      "Number=Plur|POS=NOUN",
+      "POS=VERB|VerbForm=Inf",
+      "POS=SCONJ",
+      "Definite=Def|POS=DET",
+      "Gender=Com|Number=Sing|POS=NOUN",
+      "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Degree=Pos|POS=ADJ",
+      "Gender=Neut|Number=Sing|POS=PROPN",
+      "Gender=Com|Number=Sing|POS=PROPN",
+      "POS=AUX|VerbForm=Inf",
+      "Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin",
+      "POS=DET",
+      "Gender=Neut|Number=Sing|POS=NOUN",
+      "POS=PRON|Person=3|PronType=Prs",
+      "POS=CCONJ",
+      "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "POS=PRON|Person=3|PronType=Ind",
+      "Degree=Cmp|POS=ADJ",
+      "Case=Nom|POS=PRON|Person=1|PronType=Prs",
+      "Definite=Ind|POS=DET",
+      "Case=Nom|POS=PRON|Person=3|PronType=Prs",
+      "POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin",
+      "POS=PRON|PronType=Rel",
+      "Case=Acc|POS=PRON|Person=1|PronType=Prs",
+      "Number=Plur|POS=VERB|Tense=Past|VerbForm=Fin",
+      "Gender=Com,Neut|Number=Sing|POS=NOUN",
+      "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Case=Acc|POS=PRON|Person=3|PronType=Prs",
+      "POS=PROPN",
+      "POS=PRON|PronType=Ind",
+      "POS=PRON|Person=3|PronType=Int",
+      "Case=Acc|POS=PRON|PronType=Rcp",
+      "Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin",
+      "Number=Sing|POS=NOUN",
+      "POS=PRON|Person=1|Poss=Yes|PronType=Prs",
+      "POS=SYM",
+      "Abbr=Yes|POS=X",
+      "Gender=Com,Neut|Number=Sing|POS=PROPN",
+      "Degree=Sup|POS=ADJ",
+      "POS=ADJ",
+      "Number=Sing|POS=PROPN",
+      "POS=PRON|PronType=Dem",
+      "POS=AUX|VerbForm=Part",
+      "POS=SPACE",
+      "POS=PRON|Person=3|PronType=Rel",
+      "Number=Plur|POS=PROPN",
+      "POS=PRON|Person=2|Poss=Yes|PronType=Prs",
+      "Case=Dat|POS=PRON|PronType=Dem",
+      "Case=Nom|POS=PRON|Person=2|PronType=Prs",
+      "POS=INTJ",
+      "Case=Acc|POS=PRON|Person=2|PronType=Prs",
+      "Case=Gen|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
+      "POS=PRON|PronType=Int",
+      "POS=PRON|Person=2|PronType=Prs",
+      "POS=PRON|Person=3",
+      "Case=Gen|POS=PRON|Person=2|PronType=Prs",
+      "POS=X"
+    ],
+    "tagger":[
+      "ADJ|nom|basis|met-e|mv-n",
+      "ADJ|nom|basis|met-e|zonder-n|bijz",
+      "ADJ|nom|basis|met-e|zonder-n|stan",
+      "ADJ|nom|basis|zonder|mv-n",
+      "ADJ|nom|basis|zonder|zonder-n",
+      "ADJ|nom|comp|met-e|mv-n",
+      "ADJ|nom|comp|met-e|zonder-n|stan",
+      "ADJ|nom|sup|met-e|mv-n",
+      "ADJ|nom|sup|met-e|zonder-n|bijz",
+      "ADJ|nom|sup|met-e|zonder-n|stan",
+      "ADJ|nom|sup|zonder|zonder-n",
+      "ADJ|postnom|basis|met-s",
+      "ADJ|postnom|basis|zonder",
+      "ADJ|postnom|comp|met-s",
+      "ADJ|prenom|basis|met-e|bijz",
+      "ADJ|prenom|basis|met-e|stan",
+      "ADJ|prenom|basis|zonder",
+      "ADJ|prenom|comp|met-e|stan",
+      "ADJ|prenom|comp|zonder",
+      "ADJ|prenom|sup|met-e|stan",
+      "ADJ|prenom|sup|zonder",
+      "ADJ|vrij|basis|zonder",
+      "ADJ|vrij|comp|zonder",
+      "ADJ|vrij|dim|zonder",
+      "ADJ|vrij|sup|zonder",
+      "BW",
+      "LET",
+      "LID|bep|dat|evmo",
+      "LID|bep|gen|evmo",
+      "LID|bep|gen|rest3",
+      "LID|bep|stan|evon",
+      "LID|bep|stan|rest",
+      "LID|onbep|stan|agr",
+      "N|eigen|ev|basis|gen",
+      "N|eigen|ev|basis|genus|stan",
+      "N|eigen|ev|basis|onz|stan",
+      "N|eigen|ev|basis|zijd|stan",
+      "N|eigen|ev|dim|onz|stan",
+      "N|eigen|mv|basis",
+      "N|soort|ev|basis|dat",
+      "N|soort|ev|basis|gen",
+      "N|soort|ev|basis|genus|stan",
+      "N|soort|ev|basis|onz|stan",
+      "N|soort|ev|basis|zijd|stan",
+      "N|soort|ev|dim|onz|stan",
+      "N|soort|mv|basis",
+      "N|soort|mv|dim",
+      "SPEC|afgebr",
+      "SPEC|afk",
+      "SPEC|deeleigen",
+      "SPEC|enof",
+      "SPEC|meta",
+      "SPEC|symb",
+      "SPEC|vreemd",
+      "TSW",
+      "TW|hoofd|nom|mv-n|basis",
+      "TW|hoofd|nom|mv-n|dim",
+      "TW|hoofd|nom|zonder-n|basis",
+      "TW|hoofd|nom|zonder-n|dim",
+      "TW|hoofd|prenom|stan",
+      "TW|hoofd|vrij",
+      "TW|rang|nom|mv-n",
+      "TW|rang|nom|zonder-n",
+      "TW|rang|prenom|stan",
+      "VG|neven",
+      "VG|onder",
+      "VNW|aanw|adv-pron|obl|vol|3o|getal",
+      "VNW|aanw|adv-pron|stan|red|3|getal",
+      "VNW|aanw|det|dat|nom|met-e|zonder-n",
+      "VNW|aanw|det|dat|prenom|met-e|evmo",
+      "VNW|aanw|det|gen|prenom|met-e|rest3",
+      "VNW|aanw|det|stan|nom|met-e|mv-n",
+      "VNW|aanw|det|stan|nom|met-e|zonder-n",
+      "VNW|aanw|det|stan|prenom|met-e|rest",
+      "VNW|aanw|det|stan|prenom|zonder|agr",
+      "VNW|aanw|det|stan|prenom|zonder|evon",
+      "VNW|aanw|det|stan|prenom|zonder|rest",
+      "VNW|aanw|det|stan|vrij|zonder",
+      "VNW|aanw|pron|gen|vol|3m|ev",
+      "VNW|aanw|pron|stan|vol|3o|ev",
+      "VNW|aanw|pron|stan|vol|3|getal",
+      "VNW|betr|det|stan|nom|met-e|zonder-n",
+      "VNW|betr|det|stan|nom|zonder|zonder-n",
+      "VNW|betr|pron|stan|vol|3|ev",
+      "VNW|betr|pron|stan|vol|persoon|getal",
+      "VNW|bez|det|gen|vol|3|ev|prenom|met-e|rest3",
+      "VNW|bez|det|stan|nadr|2v|mv|prenom|zonder|agr",
+      "VNW|bez|det|stan|red|1|ev|prenom|zonder|agr",
+      "VNW|bez|det|stan|red|2v|ev|prenom|zonder|agr",
+      "VNW|bez|det|stan|red|3|ev|prenom|zonder|agr",
+      "VNW|bez|det|stan|vol|1|ev|prenom|met-e|rest",
+      "VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr",
+      "VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest",
+      "VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon",
+      "VNW|bez|det|stan|vol|2v|ev|prenom|zonder|agr",
+      "VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr",
+      "VNW|bez|det|stan|vol|3m|ev|nom|met-e|zonder-n",
+      "VNW|bez|det|stan|vol|3m|ev|prenom|met-e|rest",
+      "VNW|bez|det|stan|vol|3p|mv|prenom|met-e|rest",
+      "VNW|bez|det|stan|vol|3v|ev|nom|met-e|zonder-n",
+      "VNW|bez|det|stan|vol|3v|ev|prenom|met-e|rest",
+      "VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr",
+      "VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr",
+      "VNW|excl|pron|stan|vol|3|getal",
+      "VNW|onbep|adv-pron|gen|red|3|getal",
+      "VNW|onbep|adv-pron|obl|vol|3o|getal",
+      "VNW|onbep|det|stan|nom|met-e|mv-n",
+      "VNW|onbep|det|stan|nom|met-e|zonder-n",
+      "VNW|onbep|det|stan|nom|zonder|zonder-n",
+      "VNW|onbep|det|stan|prenom|met-e|agr",
+      "VNW|onbep|det|stan|prenom|met-e|evz",
+      "VNW|onbep|det|stan|prenom|met-e|mv",
+      "VNW|onbep|det|stan|prenom|met-e|rest",
+      "VNW|onbep|det|stan|prenom|zonder|agr",
+      "VNW|onbep|det|stan|prenom|zonder|evon",
+      "VNW|onbep|det|stan|vrij|zonder",
+      "VNW|onbep|grad|gen|nom|met-e|mv-n|basis",
+      "VNW|onbep|grad|stan|nom|met-e|mv-n|basis",
+      "VNW|onbep|grad|stan|nom|met-e|mv-n|sup",
+      "VNW|onbep|grad|stan|nom|met-e|zonder-n|basis",
+      "VNW|onbep|grad|stan|nom|met-e|zonder-n|sup",
+      "VNW|onbep|grad|stan|prenom|met-e|agr|basis",
+      "VNW|onbep|grad|stan|prenom|met-e|agr|comp",
+      "VNW|onbep|grad|stan|prenom|met-e|agr|sup",
+      "VNW|onbep|grad|stan|prenom|met-e|mv|basis",
+      "VNW|onbep|grad|stan|prenom|zonder|agr|basis",
+      "VNW|onbep|grad|stan|prenom|zonder|agr|comp",
+      "VNW|onbep|grad|stan|vrij|zonder|basis",
+      "VNW|onbep|grad|stan|vrij|zonder|comp",
+      "VNW|onbep|grad|stan|vrij|zonder|sup",
+      "VNW|onbep|pron|gen|vol|3p|ev",
+      "VNW|onbep|pron|stan|vol|3o|ev",
+      "VNW|onbep|pron|stan|vol|3p|ev",
+      "VNW|pers|pron|gen|vol|2|getal",
+      "VNW|pers|pron|nomin|nadr|3m|ev|masc",
+      "VNW|pers|pron|nomin|nadr|3v|ev|fem",
+      "VNW|pers|pron|nomin|red|1|mv",
+      "VNW|pers|pron|nomin|red|2v|ev",
+      "VNW|pers|pron|nomin|red|2|getal",
+      "VNW|pers|pron|nomin|red|3p|ev|masc",
+      "VNW|pers|pron|nomin|red|3|ev|masc",
+      "VNW|pers|pron|nomin|vol|1|ev",
+      "VNW|pers|pron|nomin|vol|1|mv",
+      "VNW|pers|pron|nomin|vol|2b|getal",
+      "VNW|pers|pron|nomin|vol|2v|ev",
+      "VNW|pers|pron|nomin|vol|2|getal",
+      "VNW|pers|pron|nomin|vol|3p|mv",
+      "VNW|pers|pron|nomin|vol|3v|ev|fem",
+      "VNW|pers|pron|nomin|vol|3|ev|masc",
+      "VNW|pers|pron|obl|nadr|3m|ev|masc",
+      "VNW|pers|pron|obl|red|3|ev|masc",
+      "VNW|pers|pron|obl|vol|2v|ev",
+      "VNW|pers|pron|obl|vol|3p|mv",
+      "VNW|pers|pron|obl|vol|3|ev|masc",
+      "VNW|pers|pron|obl|vol|3|getal|fem",
+      "VNW|pers|pron|stan|nadr|2v|mv",
+      "VNW|pers|pron|stan|red|3|ev|fem",
+      "VNW|pers|pron|stan|red|3|ev|onz",
+      "VNW|pers|pron|stan|red|3|mv",
+      "VNW|pr|pron|obl|nadr|1|ev",
+      "VNW|pr|pron|obl|nadr|2v|getal",
+      "VNW|pr|pron|obl|nadr|2|getal",
+      "VNW|pr|pron|obl|red|1|ev",
+      "VNW|pr|pron|obl|red|2v|getal",
+      "VNW|pr|pron|obl|vol|1|ev",
+      "VNW|pr|pron|obl|vol|1|mv",
+      "VNW|pr|pron|obl|vol|2|getal",
+      "VNW|recip|pron|gen|vol|persoon|mv",
+      "VNW|recip|pron|obl|vol|persoon|mv",
+      "VNW|refl|pron|obl|nadr|3|getal",
+      "VNW|refl|pron|obl|red|3|getal",
+      "VNW|vb|adv-pron|obl|vol|3o|getal",
+      "VNW|vb|det|stan|nom|met-e|zonder-n",
+      "VNW|vb|det|stan|prenom|met-e|rest",
+      "VNW|vb|det|stan|prenom|zonder|evon",
+      "VNW|vb|pron|gen|vol|3m|ev",
+      "VNW|vb|pron|gen|vol|3p|mv",
+      "VNW|vb|pron|gen|vol|3v|ev",
+      "VNW|vb|pron|stan|vol|3o|ev",
+      "VNW|vb|pron|stan|vol|3p|getal",
+      "VZ|fin",
+      "VZ|init",
+      "VZ|versm",
+      "WW|inf|nom|zonder|zonder-n",
+      "WW|inf|prenom|met-e",
+      "WW|inf|vrij|zonder",
+      "WW|od|nom|met-e|mv-n",
+      "WW|od|nom|met-e|zonder-n",
+      "WW|od|prenom|met-e",
+      "WW|od|prenom|zonder",
+      "WW|od|vrij|zonder",
+      "WW|pv|conj|ev",
+      "WW|pv|tgw|ev",
+      "WW|pv|tgw|met-t",
+      "WW|pv|tgw|mv",
+      "WW|pv|verl|ev",
+      "WW|pv|verl|mv",
+      "WW|vd|nom|met-e|mv-n",
+      "WW|vd|nom|met-e|zonder-n",
+      "WW|vd|prenom|met-e",
+      "WW|vd|prenom|zonder",
+      "WW|vd|vrij|zonder",
+      "_SP"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "ccomp",
+      "compound:prt",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "expl",
+      "expl:pv",
+      "fixed",
+      "flat",
+      "iobj",
+      "mark",
+      "nmod",
+      "nmod:poss",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:agent",
+      "orphan",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ],
+    "attribute_ruler":[
+
+    ],
+    "ner":[
+      "CARDINAL",
+      "DATE",
+      "EVENT",
+      "FAC",
+      "GPE",
+      "LANGUAGE",
+      "LAW",
+      "LOC",
+      "MONEY",
+      "NORP",
+      "ORDINAL",
+      "ORG",
+      "PERCENT",
+      "PERSON",
+      "PRODUCT",
+      "QUANTITY",
+      "TIME",
+      "WORK_OF_ART"
+    ]
+  },
+  "pipeline":[
+    "tok2vec",
+    "morphologizer",
+    "tagger",
+    "parser",
+    "lemmatizer",
+    "attribute_ruler",
+    "ner"
+  ],
+  "components":[
+    "tok2vec",
+    "morphologizer",
+    "tagger",
+    "parser",
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+      "name":"UD Dutch LassySmall v2.8",
+      "url":"https://github.com/UniversalDependencies/UD_Dutch-LassySmall",
+      "license":"CC BY-SA 4.0",
+      "author":"Bouma, Gosse; van Noord, Gertjan"
+    },
+    {
+      "name":"Dutch NER Annotations for UD LassySmall",
+      "url":"https://nlp.town",
+      "license":"CC BY-SA 4.0",
+      "author":"NLP Town"
+    },
+    {
+      "name":"UD Dutch Alpino v2.8",
+      "url":"https://github.com/UniversalDependencies/UD_Dutch-Alpino",
+      "license":"CC BY-SA 4.0",
+      "author":"Zeman, Daniel; \u017dabokrtsk\u00fd, Zden\u011bk; Bouma, Gosse; van Noord, Gertjan"
+    }
+  ],
+  "requirements":[
+
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,141 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
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+    "Number=Sing|POS=AUX|Tense=Pres|VerbForm=Fin":"Number=Sing|Tense=Pres|VerbForm=Fin",
+    "POS=ADV":"",
+    "POS=VERB|VerbForm=Part":"VerbForm=Part",
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+    "Number=Sing|POS=AUX|Tense=Past|VerbForm=Fin":"Number=Sing|Tense=Past|VerbForm=Fin",
+    "POS=ADP":"",
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+    "Number=Plur|POS=NOUN":"Number=Plur",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
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+    "Definite=Def|POS=DET":"Definite=Def",
+    "Gender=Com|Number=Sing|POS=NOUN":"Gender=Com|Number=Sing",
+    "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin":"Number=Sing|Tense=Pres|VerbForm=Fin",
+    "Degree=Pos|POS=ADJ":"Degree=Pos",
+    "Gender=Neut|Number=Sing|POS=PROPN":"Gender=Neut|Number=Sing",
+    "Gender=Com|Number=Sing|POS=PROPN":"Gender=Com|Number=Sing",
+    "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
+    "Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin":"Number=Sing|Tense=Past|VerbForm=Fin",
+    "POS=DET":"",
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+    "POS=PRON|Person=3|PronType=Prs":"Person=3|PronType=Prs",
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+    "POS=PRON|Person=3|PronType=Ind":"Person=3|PronType=Ind",
+    "Degree=Cmp|POS=ADJ":"Degree=Cmp",
+    "Case=Nom|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Person=1|PronType=Prs",
+    "Definite=Ind|POS=DET":"Definite=Ind",
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+    "Number=Plur|POS=AUX|Tense=Pres|VerbForm=Fin":"Number=Plur|Tense=Pres|VerbForm=Fin",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
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+    "Gender=Com,Neut|Number=Sing|POS=NOUN":"Gender=Com,Neut|Number=Sing",
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PronType=Prs|Reflex=Yes",
+    "Case=Acc|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Person=3|PronType=Prs",
+    "POS=PROPN":"",
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+    "Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin":"Number=Plur|Tense=Past|VerbForm=Fin",
+    "Number=Sing|POS=NOUN":"Number=Sing",
+    "POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Person=1|Poss=Yes|PronType=Prs",
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+    "POS=PRON|Person=3|PronType=Rel":"Person=3|PronType=Rel",
+    "Number=Plur|POS=PROPN":"Number=Plur",
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+    "POS=PRON|Person=3":"Person=3",
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+    "POS=X":""
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+    "Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin":100,
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+    "Gender=Neut|Number=Sing|POS=PROPN":96,
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+    "POS=PRON|Person=3|PronType=Prs":95,
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+    "Number=Plur|POS=VERB|Tense=Pres|VerbForm=Fin":100,
+    "POS=PRON|Person=3|PronType=Ind":95,
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+    "Case=Acc|POS=PRON|PronType=Rcp":95,
+    "Number=Plur|POS=AUX|Tense=Past|VerbForm=Fin":87,
+    "Number=Sing|POS=NOUN":92,
+    "POS=PRON|Person=1|Poss=Yes|PronType=Prs":95,
+    "POS=SYM":99,
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+    "POS=AUX|VerbForm=Part":87,
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+    "Case=Gen|POS=PRON|Person=2|PronType=Prs":95,
+    "POS=X":101
+  },
+  "overwrite":true
+}

ner/cfg

@@ -0,0 +1,13 @@
+{
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+  "multitasks":[
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+  "min_action_freq":1,
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+  "beam_width":1,
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+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

ner/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3a2ef88cc3787f2c5feae140a2fb95fdb9d1ceddeac40d4b2e14291f557ce59e
+size 6154601

ner/moves

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parser/cfg

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+{
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+  "update_with_oracle_cut_size":100,
+  "multitasks":[
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+  ],
+  "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

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+��moves��{"0":{"":151646},"1":{"":92888},"2":{"det":29834,"case":26244,"nsubj":13574,"amod":12930,"punct":11769,"advmod":9701,"obl":8122,"mark":6683,"cc":5442,"obj":4514,"aux":4218,"nsubj:pass":2513,"aux:pass":2468,"cop":2077,"nummod":2054,"nmod:poss":2019,"nmod":1249,"xcomp":1160,"compound:prt":839,"advcl":643,"acl":507,"parataxis":413,"iobj":307,"expl":273,"advmod||xcomp":266,"expl:pv":261,"obl||xcomp":259,"obl:agent":227,"obj||xcomp":200,"case||obl":162,"ccomp":108,"expl||advcl":60,"case||advcl":51,"obl||ccomp":50,"csubj":50,"advmod||ccomp":49,"obj||ccomp":47,"obl||obj":42,"advcl||xcomp":31,"dep":0},"3":{"punct":19558,"nmod":12995,"flat":9165,"conj":7139,"obl":6798,"fixed":4636,"nsubj":4269,"appos":3301,"obj":3144,"advmod":3092,"parataxis":2279,"xcomp":2098,"acl:relcl":2035,"advcl":1596,"dep":1442,"compound:prt":1376,"cop":1282,"ccomp":1231,"acl":775,"amod":490,"aux:pass":398,"csubj":396,"nummod":365,"aux":355,"iobj":230,"expl:pv":225,"obl:agent":221,"nmod||obj":178,"advcl||advmod":152,"case":147,"acl:relcl||obj":135,"case||obl":132,"acl:relcl||nsubj":98,"acl||obj":88,"expl":83,"mark":69,"orphan":68,"acl:relcl||nsubj:pass":55,"obl||xcomp":53,"expl||advcl":47,"cc":35,"advcl||amod":35,"advcl||nmod":34,"obl||obj":32,"nmod||nsubj":31},"4":{"ROOT":18078}}�cfg��neg_key�

senter/cfg

@@ -0,0 +1,3 @@
+{
+  "overwrite":false
+}

tagger/cfg

@@ -0,0 +1,210 @@
+{
+  "label_smoothing":0.0,
+  "labels":[
+    "ADJ|nom|basis|met-e|mv-n",
+    "ADJ|nom|basis|met-e|zonder-n|bijz",
+    "ADJ|nom|basis|met-e|zonder-n|stan",
+    "ADJ|nom|basis|zonder|mv-n",
+    "ADJ|nom|basis|zonder|zonder-n",
+    "ADJ|nom|comp|met-e|mv-n",
+    "ADJ|nom|comp|met-e|zonder-n|stan",
+    "ADJ|nom|sup|met-e|mv-n",
+    "ADJ|nom|sup|met-e|zonder-n|bijz",
+    "ADJ|nom|sup|met-e|zonder-n|stan",
+    "ADJ|nom|sup|zonder|zonder-n",
+    "ADJ|postnom|basis|met-s",
+    "ADJ|postnom|basis|zonder",
+    "ADJ|postnom|comp|met-s",
+    "ADJ|prenom|basis|met-e|bijz",
+    "ADJ|prenom|basis|met-e|stan",
+    "ADJ|prenom|basis|zonder",
+    "ADJ|prenom|comp|met-e|stan",
+    "ADJ|prenom|comp|zonder",
+    "ADJ|prenom|sup|met-e|stan",
+    "ADJ|prenom|sup|zonder",
+    "ADJ|vrij|basis|zonder",
+    "ADJ|vrij|comp|zonder",
+    "ADJ|vrij|dim|zonder",
+    "ADJ|vrij|sup|zonder",
+    "BW",
+    "LET",
+    "LID|bep|dat|evmo",
+    "LID|bep|gen|evmo",
+    "LID|bep|gen|rest3",
+    "LID|bep|stan|evon",
+    "LID|bep|stan|rest",
+    "LID|onbep|stan|agr",
+    "N|eigen|ev|basis|gen",
+    "N|eigen|ev|basis|genus|stan",
+    "N|eigen|ev|basis|onz|stan",
+    "N|eigen|ev|basis|zijd|stan",
+    "N|eigen|ev|dim|onz|stan",
+    "N|eigen|mv|basis",
+    "N|soort|ev|basis|dat",
+    "N|soort|ev|basis|gen",
+    "N|soort|ev|basis|genus|stan",
+    "N|soort|ev|basis|onz|stan",
+    "N|soort|ev|basis|zijd|stan",
+    "N|soort|ev|dim|onz|stan",
+    "N|soort|mv|basis",
+    "N|soort|mv|dim",
+    "SPEC|afgebr",
+    "SPEC|afk",
+    "SPEC|deeleigen",
+    "SPEC|enof",
+    "SPEC|meta",
+    "SPEC|symb",
+    "SPEC|vreemd",
+    "TSW",
+    "TW|hoofd|nom|mv-n|basis",
+    "TW|hoofd|nom|mv-n|dim",
+    "TW|hoofd|nom|zonder-n|basis",
+    "TW|hoofd|nom|zonder-n|dim",
+    "TW|hoofd|prenom|stan",
+    "TW|hoofd|vrij",
+    "TW|rang|nom|mv-n",
+    "TW|rang|nom|zonder-n",
+    "TW|rang|prenom|stan",
+    "VG|neven",
+    "VG|onder",
+    "VNW|aanw|adv-pron|obl|vol|3o|getal",
+    "VNW|aanw|adv-pron|stan|red|3|getal",
+    "VNW|aanw|det|dat|nom|met-e|zonder-n",
+    "VNW|aanw|det|dat|prenom|met-e|evmo",
+    "VNW|aanw|det|gen|prenom|met-e|rest3",
+    "VNW|aanw|det|stan|nom|met-e|mv-n",
+    "VNW|aanw|det|stan|nom|met-e|zonder-n",
+    "VNW|aanw|det|stan|prenom|met-e|rest",
+    "VNW|aanw|det|stan|prenom|zonder|agr",
+    "VNW|aanw|det|stan|prenom|zonder|evon",
+    "VNW|aanw|det|stan|prenom|zonder|rest",
+    "VNW|aanw|det|stan|vrij|zonder",
+    "VNW|aanw|pron|gen|vol|3m|ev",
+    "VNW|aanw|pron|stan|vol|3o|ev",
+    "VNW|aanw|pron|stan|vol|3|getal",
+    "VNW|betr|det|stan|nom|met-e|zonder-n",
+    "VNW|betr|det|stan|nom|zonder|zonder-n",
+    "VNW|betr|pron|stan|vol|3|ev",
+    "VNW|betr|pron|stan|vol|persoon|getal",
+    "VNW|bez|det|gen|vol|3|ev|prenom|met-e|rest3",
+    "VNW|bez|det|stan|nadr|2v|mv|prenom|zonder|agr",
+    "VNW|bez|det|stan|red|1|ev|prenom|zonder|agr",
+    "VNW|bez|det|stan|red|2v|ev|prenom|zonder|agr",
+    "VNW|bez|det|stan|red|3|ev|prenom|zonder|agr",
+    "VNW|bez|det|stan|vol|1|ev|prenom|met-e|rest",
+    "VNW|bez|det|stan|vol|1|ev|prenom|zonder|agr",
+    "VNW|bez|det|stan|vol|1|mv|prenom|met-e|rest",
+    "VNW|bez|det|stan|vol|1|mv|prenom|zonder|evon",
+    "VNW|bez|det|stan|vol|2v|ev|prenom|zonder|agr",
+    "VNW|bez|det|stan|vol|2|getal|prenom|zonder|agr",
+    "VNW|bez|det|stan|vol|3m|ev|nom|met-e|zonder-n",
+    "VNW|bez|det|stan|vol|3m|ev|prenom|met-e|rest",
+    "VNW|bez|det|stan|vol|3p|mv|prenom|met-e|rest",
+    "VNW|bez|det|stan|vol|3v|ev|nom|met-e|zonder-n",
+    "VNW|bez|det|stan|vol|3v|ev|prenom|met-e|rest",
+    "VNW|bez|det|stan|vol|3|ev|prenom|zonder|agr",
+    "VNW|bez|det|stan|vol|3|mv|prenom|zonder|agr",
+    "VNW|excl|pron|stan|vol|3|getal",
+    "VNW|onbep|adv-pron|gen|red|3|getal",
+    "VNW|onbep|adv-pron|obl|vol|3o|getal",
+    "VNW|onbep|det|stan|nom|met-e|mv-n",
+    "VNW|onbep|det|stan|nom|met-e|zonder-n",
+    "VNW|onbep|det|stan|nom|zonder|zonder-n",
+    "VNW|onbep|det|stan|prenom|met-e|agr",
+    "VNW|onbep|det|stan|prenom|met-e|evz",
+    "VNW|onbep|det|stan|prenom|met-e|mv",
+    "VNW|onbep|det|stan|prenom|met-e|rest",
+    "VNW|onbep|det|stan|prenom|zonder|agr",
+    "VNW|onbep|det|stan|prenom|zonder|evon",
+    "VNW|onbep|det|stan|vrij|zonder",
+    "VNW|onbep|grad|gen|nom|met-e|mv-n|basis",
+    "VNW|onbep|grad|stan|nom|met-e|mv-n|basis",
+    "VNW|onbep|grad|stan|nom|met-e|mv-n|sup",
+    "VNW|onbep|grad|stan|nom|met-e|zonder-n|basis",
+    "VNW|onbep|grad|stan|nom|met-e|zonder-n|sup",
+    "VNW|onbep|grad|stan|prenom|met-e|agr|basis",
+    "VNW|onbep|grad|stan|prenom|met-e|agr|comp",
+    "VNW|onbep|grad|stan|prenom|met-e|agr|sup",
+    "VNW|onbep|grad|stan|prenom|met-e|mv|basis",
+    "VNW|onbep|grad|stan|prenom|zonder|agr|basis",
+    "VNW|onbep|grad|stan|prenom|zonder|agr|comp",
+    "VNW|onbep|grad|stan|vrij|zonder|basis",
+    "VNW|onbep|grad|stan|vrij|zonder|comp",
+    "VNW|onbep|grad|stan|vrij|zonder|sup",
+    "VNW|onbep|pron|gen|vol|3p|ev",
+    "VNW|onbep|pron|stan|vol|3o|ev",
+    "VNW|onbep|pron|stan|vol|3p|ev",
+    "VNW|pers|pron|gen|vol|2|getal",
+    "VNW|pers|pron|nomin|nadr|3m|ev|masc",
+    "VNW|pers|pron|nomin|nadr|3v|ev|fem",
+    "VNW|pers|pron|nomin|red|1|mv",
+    "VNW|pers|pron|nomin|red|2v|ev",
+    "VNW|pers|pron|nomin|red|2|getal",
+    "VNW|pers|pron|nomin|red|3p|ev|masc",
+    "VNW|pers|pron|nomin|red|3|ev|masc",
+    "VNW|pers|pron|nomin|vol|1|ev",
+    "VNW|pers|pron|nomin|vol|1|mv",
+    "VNW|pers|pron|nomin|vol|2b|getal",
+    "VNW|pers|pron|nomin|vol|2v|ev",
+    "VNW|pers|pron|nomin|vol|2|getal",
+    "VNW|pers|pron|nomin|vol|3p|mv",
+    "VNW|pers|pron|nomin|vol|3v|ev|fem",
+    "VNW|pers|pron|nomin|vol|3|ev|masc",
+    "VNW|pers|pron|obl|nadr|3m|ev|masc",
+    "VNW|pers|pron|obl|red|3|ev|masc",
+    "VNW|pers|pron|obl|vol|2v|ev",
+    "VNW|pers|pron|obl|vol|3p|mv",
+    "VNW|pers|pron|obl|vol|3|ev|masc",
+    "VNW|pers|pron|obl|vol|3|getal|fem",
+    "VNW|pers|pron|stan|nadr|2v|mv",
+    "VNW|pers|pron|stan|red|3|ev|fem",
+    "VNW|pers|pron|stan|red|3|ev|onz",
+    "VNW|pers|pron|stan|red|3|mv",
+    "VNW|pr|pron|obl|nadr|1|ev",
+    "VNW|pr|pron|obl|nadr|2v|getal",
+    "VNW|pr|pron|obl|nadr|2|getal",
+    "VNW|pr|pron|obl|red|1|ev",
+    "VNW|pr|pron|obl|red|2v|getal",
+    "VNW|pr|pron|obl|vol|1|ev",
+    "VNW|pr|pron|obl|vol|1|mv",
+    "VNW|pr|pron|obl|vol|2|getal",
+    "VNW|recip|pron|gen|vol|persoon|mv",
+    "VNW|recip|pron|obl|vol|persoon|mv",
+    "VNW|refl|pron|obl|nadr|3|getal",
+    "VNW|refl|pron|obl|red|3|getal",
+    "VNW|vb|adv-pron|obl|vol|3o|getal",
+    "VNW|vb|det|stan|nom|met-e|zonder-n",
+    "VNW|vb|det|stan|prenom|met-e|rest",
+    "VNW|vb|det|stan|prenom|zonder|evon",
+    "VNW|vb|pron|gen|vol|3m|ev",
+    "VNW|vb|pron|gen|vol|3p|mv",
+    "VNW|vb|pron|gen|vol|3v|ev",
+    "VNW|vb|pron|stan|vol|3o|ev",
+    "VNW|vb|pron|stan|vol|3p|getal",
+    "VZ|fin",
+    "VZ|init",
+    "VZ|versm",
+    "WW|inf|nom|zonder|zonder-n",
+    "WW|inf|prenom|met-e",
+    "WW|inf|vrij|zonder",
+    "WW|od|nom|met-e|mv-n",
+    "WW|od|nom|met-e|zonder-n",
+    "WW|od|prenom|met-e",
+    "WW|od|prenom|zonder",
+    "WW|od|vrij|zonder",
+    "WW|pv|conj|ev",
+    "WW|pv|tgw|ev",
+    "WW|pv|tgw|met-t",
+    "WW|pv|tgw|mv",
+    "WW|pv|verl|ev",
+    "WW|pv|verl|mv",
+    "WW|vd|nom|met-e|mv-n",
+    "WW|vd|nom|met-e|zonder-n",
+    "WW|vd|prenom|met-e",
+    "WW|vd|prenom|zonder",
+    "WW|vd|vrij|zonder",
+    "_SP"
+  ],
+  "neg_prefix":"!",
+  "overwrite":false
+}

tok2vec/cfg

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+{
+
+}

tok2vec/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:39657b4e1a19e8f08757fc12221ede9a3823190496298bf40ef712ddb1dce8dd
+size 6269370

vocab/key2row

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+�

vocab/lookups.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:76be8b528d0075f7aae98d6fa57a6d3c83ae480a8469e668d7b0af968995ac71
+size 1

vocab/vectors.cfg

@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}