Update spaCy pipeline

.gitattributes

@@ -25,3 +25,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.whl filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*strings.json filter=lfs diff=lfs merge=lfs -text
+vectors filter=lfs diff=lfs merge=lfs -text
+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
+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
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+          collect royalties from You for the exercise of the Licensed
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+
+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:
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+            a. retain the following if it is supplied by the Licensor
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+
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+               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
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+
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+          reasonably practicable.
+
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+
+     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
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+replace Your obligations under this Public License where the Licensed
+Rights include other Copyright and Similar Rights.
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+
+Section 5 -- Disclaimer of Warranties and Limitation of Liability.
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+     possible, most closely approximates an absolute disclaimer and
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+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
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+
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+     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.
+
+
+=======================================================================
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+Creative Commons is not a party to its public
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+public licenses.
+
+Creative Commons may be contacted at creativecommons.org.
+

LICENSES_SOURCES

@@ -0,0 +1,574 @@
+# UD Swedish Talbanken v2.8
+
+* Author: Nivre, Joakim; Smith, Aaron
+* URL: https://github.com/UniversalDependencies/UD_Swedish-Talbanken
+* 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.
+
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+
+=======================================================================
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+```
+
+
+
+
+# Stockholm-Umeå Corpus (SUC) v3.0
+
+* Author: Språkbanken
+* URL: https://huggingface.co/datasets/KBLab/sucx3_ner
+* License: CC BY 4.0
+
+```
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+Nothing in this Public License constitutes or may be interpreted as a limitation upon, or waiver of, any privileges and immunities that apply to the Licensor or You, including from the legal processes of any jurisdiction or authority.```
+
+
+
+
+# Explosion floret Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl)
+
+* Author: Explosion
+* URL: https://github.com/explosion/spacy-vectors-builder
+* License: CC0
+
+```
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+
+
+
+

README.md

@@ -0,0 +1,127 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- sv
+license: cc-by-sa-4.0
+model-index:
+- name: sv_core_news_md
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.8382990249
+    - name: NER Recall
+      type: recall
+      value: 0.7530413625
+    - name: NER F Score
+      type: f_score
+      value: 0.7933863112
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9505971216
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9630499132
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9576400939
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.9550882923
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.8308145129
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.7851927322
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9245647969
+---
+### Details: https://spacy.io/models/sv#sv_core_news_md
+
+Swedish pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `sv_core_news_md` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
+| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
+| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
+| **Vectors** | floret (50000, 300) |
+| **Sources** | [UD Swedish Talbanken v2.8](https://github.com/UniversalDependencies/UD_Swedish-Talbanken) (Nivre, Joakim; Smith, Aaron)<br />[Stockholm-Umeå Corpus (SUC) v3.0](https://huggingface.co/datasets/KBLab/sucx3_ner) (Språkbanken)<br />[Explosion floret Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl)](https://github.com/explosion/spacy-vectors-builder) (Explosion) |
+| **License** | `CC BY-SA 4.0` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (379 labels for 4 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`tagger`** | `AB`, `AB\|AN`, `AB\|KOM`, `AB\|POS`, `AB\|SMS`, `AB\|SUV`, `DT\|NEU\|SIN\|DEF`, `DT\|NEU\|SIN\|IND`, `DT\|NEU\|SIN\|IND/DEF`, `DT\|UTR/NEU\|PLU\|DEF`, `DT\|UTR/NEU\|PLU\|IND`, `DT\|UTR/NEU\|PLU\|IND/DEF`, `DT\|UTR/NEU\|SIN/PLU\|IND`, `DT\|UTR/NEU\|SIN\|DEF`, `DT\|UTR/NEU\|SIN\|IND`, `DT\|UTR\|SIN\|DEF`, `DT\|UTR\|SIN\|IND`, `DT\|UTR\|SIN\|IND/DEF`, `HA`, `HD\|NEU\|SIN\|IND`, `HD\|UTR/NEU\|PLU\|IND`, `HD\|UTR\|SIN\|IND`, `HP\|-\|-\|-`, `HP\|NEU\|SIN\|IND`, `HP\|UTR/NEU\|PLU\|IND`, `HP\|UTR\|SIN\|IND`, `HS\|DEF`, `IE`, `IN`, `JJ`, `JJ\|AN`, `JJ\|KOM\|UTR/NEU\|SIN/PLU\|IND/DEF\|NOM`, `JJ\|POS\|MAS\|SIN\|DEF\|GEN`, `JJ\|POS\|MAS\|SIN\|DEF\|NOM`, `JJ\|POS\|NEU\|SIN\|IND/DEF\|NOM`, `JJ\|POS\|NEU\|SIN\|IND\|NOM`, `JJ\|POS\|UTR/NEU\|PLU\|IND/DEF\|GEN`, `JJ\|POS\|UTR/NEU\|PLU\|IND/DEF\|NOM`, `JJ\|POS\|UTR/NEU\|PLU\|IND\|NOM`, `JJ\|POS\|UTR/NEU\|SIN/PLU\|IND/DEF\|NOM`, `JJ\|POS\|UTR/NEU\|SIN\|DEF\|NOM`, `JJ\|POS\|UTR\|-\|-\|SMS`, `JJ\|POS\|UTR\|SIN\|IND/DEF\|NOM`, `JJ\|POS\|UTR\|SIN\|IND\|GEN`, `JJ\|POS\|UTR\|SIN\|IND\|NOM`, `JJ\|SUV\|MAS\|SIN\|DEF\|NOM`, `JJ\|SUV\|UTR/NEU\|PLU\|DEF\|NOM`, `JJ\|SUV\|UTR/NEU\|SIN/PLU\|DEF\|NOM`, `JJ\|SUV\|UTR/NEU\|SIN/PLU\|IND\|NOM`, `KN`, `MAD`, `MID`, `NN`, `NN\|-\|-\|-\|-`, `NN\|AN`, `NN\|NEU\|-\|-\|SMS`, `NN\|NEU\|PLU\|DEF\|GEN`, `NN\|NEU\|PLU\|DEF\|NOM`, `NN\|NEU\|PLU\|IND\|GEN`, `NN\|NEU\|PLU\|IND\|NOM`, `NN\|NEU\|SIN\|DEF\|GEN`, `NN\|NEU\|SIN\|DEF\|NOM`, `NN\|NEU\|SIN\|IND`, `NN\|NEU\|SIN\|IND\|GEN`, `NN\|NEU\|SIN\|IND\|NOM`, `NN\|SMS`, `NN\|UTR\|-\|-\|-`, `NN\|UTR\|-\|-\|SMS`, `NN\|UTR\|PLU\|DEF\|GEN`, `NN\|UTR\|PLU\|DEF\|NOM`, `NN\|UTR\|PLU\|IND\|GEN`, `NN\|UTR\|PLU\|IND\|NOM`, `NN\|UTR\|SIN\|DEF\|GEN`, `NN\|UTR\|SIN\|DEF\|NOM`, `NN\|UTR\|SIN\|IND\|GEN`, `NN\|UTR\|SIN\|IND\|NOM`, `PAD`, `PC\|PRF\|NEU\|SIN\|IND\|NOM`, `PC\|PRF\|UTR/NEU\|PLU\|IND/DEF\|GEN`, `PC\|PRF\|UTR/NEU\|PLU\|IND/DEF\|NOM`, `PC\|PRF\|UTR/NEU\|SIN\|DEF\|NOM`, `PC\|PRF\|UTR\|SIN\|IND\|NOM`, `PC\|PRS\|UTR/NEU\|SIN/PLU\|IND/DEF\|NOM`, `PL`, `PM`, `PM\|GEN`, `PM\|NOM`, `PM\|SMS`, `PN\|MAS\|SIN\|DEF\|SUB/OBJ`, `PN\|NEU\|SIN\|DEF`, `PN\|NEU\|SIN\|DEF\|SUB/OBJ`, `PN\|NEU\|SIN\|IND\|SUB/OBJ`, `PN\|UTR/NEU\|PLU\|DEF\|OBJ`, `PN\|UTR/NEU\|PLU\|DEF\|SUB`, `PN\|UTR/NEU\|PLU\|DEF\|SUB/OBJ`, `PN\|UTR/NEU\|PLU\|IND\|SUB/OBJ`, `PN\|UTR/NEU\|SIN/PLU\|DEF\|OBJ`, `PN\|UTR\|PLU\|DEF\|OBJ`, `PN\|UTR\|PLU\|DEF\|SUB`, `PN\|UTR\|SIN\|DEF\|NOM`, `PN\|UTR\|SIN\|DEF\|OBJ`, `PN\|UTR\|SIN\|DEF\|SUB`, `PN\|UTR\|SIN\|DEF\|SUB/OBJ`, `PN\|UTR\|SIN\|IND\|NOM`, `PN\|UTR\|SIN\|IND\|SUB`, `PN\|UTR\|SIN\|IND\|SUB/OBJ`, `PP`, `PS\|NEU\|SIN\|DEF`, `PS\|UTR/NEU\|PLU\|DEF`, `PS\|UTR/NEU\|SIN/PLU\|DEF`, `PS\|UTR\|SIN\|DEF`, `RG\|NEU\|SIN\|IND\|NOM`, `RG\|NOM`, `RG\|SMS`, `RG\|UTR\|SIN\|IND\|NOM`, `RO\|MAS\|SIN\|IND/DEF\|NOM`, `RO\|NOM`, `SN`, `UO`, `VB\|AN`, `VB\|IMP\|AKT`, `VB\|IMP\|SFO`, `VB\|INF\|AKT`, `VB\|INF\|SFO`, `VB\|KON\|PRS\|AKT`, `VB\|KON\|PRT\|AKT`, `VB\|PRS\|AKT`, `VB\|PRS\|SFO`, `VB\|PRT\|AKT`, `VB\|PRT\|SFO`, `VB\|SUP\|AKT`, `VB\|SUP\|SFO` |
+| **`morphologizer`** | `Case=Nom\|Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `POS=PUNCT`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Prs`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Abbr=Yes\|POS=ADV`, `POS=SCONJ`, `POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Com\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Number=Plur\|POS=DET\|PronType=Tot`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=CCONJ`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PRON\|PronType=Rel`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Pos\|POS=ADV`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `POS=VERB\|VerbForm=Sup\|Voice=Act`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PART\|Polarity=Neg`, `Case=Nom\|Degree=Pos\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Degree=Cmp\|POS=ADV`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Definite=Ind\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Degree=Sup\|POS=ADV`, `Case=Nom\|NumType=Card\|POS=NUM`, `Abbr=Yes\|POS=NOUN`, `Case=Nom\|Definite=Def\|Degree=Sup\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Mood=Imp\|POS=VERB\|VerbForm=Fin\|Voice=Act`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=AUX\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Prs`, `Case=Nom\|Number=Plur\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `POS=AUX\|VerbForm=Sup\|Voice=Act`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Rcp`, `POS=VERB\|VerbForm=Sup\|Voice=Pass`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Nom\|Degree=Cmp\|POS=ADJ`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|POS=DET\|PronType=Ind`, `Case=Nom\|Definite=Def\|Number=Sing\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Case=Nom\|POS=ADJ\|Tense=Pres\|VerbForm=Part`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Dem`, `Definite=Def\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Prs`, `Case=Nom\|Definite=Def\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=NOUN`, `Case=Nom\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Ind`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Gender=Com\|POS=NOUN`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Tot`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|POS=PRON\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Plur\|POS=PRON\|PronType=Prs`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Prs`, `Case=Gen\|Number=Plur\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Definite=Def\|Gender=Com\|Number=Plur\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Int`, `Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|POS=PROPN`, `POS=PROPN`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Neut\|POS=NOUN`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Neg`, `POS=VERB\|VerbForm=Sup`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Definite=Ind\|Gender=Neut\|NumType=Card\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=NOUN`, `Foreign=Yes\|POS=ADJ`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=SYM`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Definite=Ind\|Degree=Sup\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Dem`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Neg`, `Mood=Sub\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Degree=Pos\|Gender=Com\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|POS=DET\|PronType=Prs`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Rel`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Definite=Def\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Ind`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Prs`, `Abbr=Yes\|POS=ADJ`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Rel`, `NumType=Card\|POS=NUM`, `POS=INTJ`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Int`, `Degree=Sup\|POS=ADV\|Polarity=Neg`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Int`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Ind`, `POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Case=Gen\|Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Neg`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Tot`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Prs`, `Mood=Imp\|POS=VERB\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Acc\|Definite=Def\|POS=PRON\|PronType=Ind`, `Foreign=Yes\|POS=ADP`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Dem`, `Abbr=Yes\|Mood=Imp\|POS=VERB\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Rel`, `Foreign=Yes\|POS=CCONJ`, `POS=DET\|PronType=Art`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Prs`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Tot`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Tot`, `Degree=Pos\|POS=ADV\|Polarity=Neg`, `Mood=Sub\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=PRON\|PronType=Ind`, `Definite=Ind\|POS=DET\|PronType=Neg`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Neg`, `POS=CCONJ\|Polarity=Neg`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Imp\|POS=AUX\|VerbForm=Fin\|Voice=Act`, `Foreign=Yes\|POS=ADV`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Rcp`, `Case=Acc\|Definite=Def\|POS=PRON\|Polarity=Neg\|PronType=Ind` |
+| **`parser`** | `ROOT`, `acl`, `acl:cleft`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound:prt`, `conj`, `cop`, `csubj`, `dep`, `det`, `dislocated`, `expl`, `fixed`, `flat:name`, `iobj`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `parataxis`, `punct`, `xcomp` |
+| **`ner`** | `EVN`, `LOC`, `MSR`, `OBJ`, `ORG`, `PRS`, `TME`, `WRK` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_ACC` | 99.99 |
+| `TOKEN_P` | 99.95 |
+| `TOKEN_R` | 99.96 |
+| `TOKEN_F` | 99.95 |
+| `TAG_ACC` | 95.06 |
+| `POS_ACC` | 96.30 |
+| `MORPH_ACC` | 95.76 |
+| `MORPH_MICRO_P` | 97.70 |
+| `MORPH_MICRO_R` | 97.57 |
+| `MORPH_MICRO_F` | 97.64 |
+| `SENTS_P` | 90.19 |
+| `SENTS_R` | 94.84 |
+| `SENTS_F` | 92.46 |
+| `DEP_UAS` | 83.08 |
+| `DEP_LAS` | 78.52 |
+| `LEMMA_ACC` | 95.51 |
+| `ENTS_P` | 83.83 |
+| `ENTS_R` | 75.30 |
+| `ENTS_F` | 79.34 |

accuracy.json

@@ -0,0 +1,338 @@
+{
+  "token_acc": 0.9999489666,
+  "token_p": 0.9994896918,
+  "token_r": 0.9995917117,
+  "token_f": 0.9995406992,
+  "tag_acc": 0.9505971216,
+  "pos_acc": 0.9630499132,
+  "morph_acc": 0.9576400939,
+  "morph_micro_p": 0.9769858615,
+  "morph_micro_r": 0.9757238307,
+  "morph_micro_f": 0.9763544383,
+  "morph_per_feat": {
+    "Case": {
+      "p": 0.9844368987,
+      "r": 0.9847155392,
+      "f": 0.9845761992
+    },
+    "Definite": {
+      "p": 0.9825065274,
+      "r": 0.9796927883,
+      "f": 0.9810976405
+    },
+    "Gender": {
+      "p": 0.9793753683,
+      "r": 0.9799528302,
+      "f": 0.9796640141
+    },
+    "Number": {
+      "p": 0.9674291397,
+      "r": 0.9659880834,
+      "f": 0.9667080745
+    },
+    "Mood": {
+      "p": 0.9830328738,
+      "r": 0.9830328738,
+      "f": 0.9830328738
+    },
+    "Tense": {
+      "p": 0.9704035874,
+      "r": 0.9747747748,
+      "f": 0.9725842697
+    },
+    "VerbForm": {
+      "p": 0.9680851064,
+      "r": 0.971123666,
+      "f": 0.9696020056
+    },
+    "Voice": {
+      "p": 0.9848812095,
+      "r": 0.987012987,
+      "f": 0.9859459459
+    },
+    "PronType": {
+      "p": 0.9678384443,
+      "r": 0.9613670134,
+      "f": 0.9645918748
+    },
+    "Degree": {
+      "p": 0.9759162304,
+      "r": 0.9578622816,
+      "f": 0.9668049793
+    },
+    "Poss": {
+      "p": 1.0,
+      "r": 0.984375,
+      "f": 0.9921259843
+    },
+    "Polarity": {
+      "p": 0.9900990099,
+      "r": 0.9803921569,
+      "f": 0.9852216749
+    },
+    "NumType": {
+      "p": 0.9824561404,
+      "r": 0.9491525424,
+      "f": 0.9655172414
+    },
+    "Abbr": {
+      "p": 0.8421052632,
+      "r": 1.0,
+      "f": 0.9142857143
+    },
+    "Foreign": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    }
+  },
+  "sents_p": 0.9018867925,
+  "sents_r": 0.9484126984,
+  "sents_f": 0.9245647969,
+  "dep_uas": 0.8308145129,
+  "dep_las": 0.7851927322,
+  "dep_las_per_type": {
+    "nsubj": {
+      "p": 0.8366533865,
+      "r": 0.8203125,
+      "f": 0.8284023669
+    },
+    "root": {
+      "p": 0.8490566038,
+      "r": 0.8928571429,
+      "f": 0.8704061896
+    },
+    "case": {
+      "p": 0.8861330327,
+      "r": 0.8871331828,
+      "f": 0.8866328257
+    },
+    "det": {
+      "p": 0.9338677355,
+      "r": 0.9119373777,
+      "f": 0.9227722772
+    },
+    "obl": {
+      "p": 0.6811594203,
+      "r": 0.6702317291,
+      "f": 0.6756513926
+    },
+    "nsubj:pass": {
+      "p": 0.797979798,
+      "r": 0.8144329897,
+      "f": 0.806122449
+    },
+    "acl:relcl": {
+      "p": 0.6241134752,
+      "r": 0.6616541353,
+      "f": 0.6423357664
+    },
+    "advmod": {
+      "p": 0.7225647349,
+      "r": 0.7343358396,
+      "f": 0.7284027346
+    },
+    "amod": {
+      "p": 0.9004893964,
+      "r": 0.9004893964,
+      "f": 0.9004893964
+    },
+    "obl:agent": {
+      "p": 0.7333333333,
+      "r": 0.7333333333,
+      "f": 0.7333333333
+    },
+    "aux": {
+      "p": 0.9442060086,
+      "r": 0.9523809524,
+      "f": 0.9482758621
+    },
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config.cfg

@@ -0,0 +1,310 @@
+[paths]
+train = null
+dev = null
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "sv"
+pipeline = ["tok2vec","tagger","morphologizer","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
+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","SPACY"]
+rows = [5000,1000,2500,2500,50]
+include_static_vectors = true
+
+[components.ner.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[components.parser]
+factory = "parser"
+learn_tokens = false
+min_action_freq = 30
+moves = null
+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 = true
+
+[components.senter.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 16
+depth = 2
+window_size = 1
+maxout_pieces = 2
+
+[components.tagger]
+factory = "tagger"
+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"]
+rows = [5000,1000,2500,2500,50]
+include_static_vectors = true
+
+[components.tok2vec.model.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+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 = []
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+[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
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+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
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+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
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+L2_is_weight_decay = true
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+grad_clip = 1.0
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+eps = 0.00000001
+learn_rate = 0.001
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+[training.score_weights]
+tag_acc = 0.1
+pos_acc = 0.1
+morph_acc = 0.09
+morph_per_feat = null
+dep_uas = 0.0
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+speed = 0.0
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+[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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lemmatizer/model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:2815c71628b692ebc5716d3f9828c54202495fed17d4e66bacc5b0b3ee416023
+size 163014

meta.json

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+{
+  "lang":"sv",
+  "name":"core_news_md",
+  "version":"3.3.0",
+  "description":"Swedish pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "url":"https://explosion.ai",
+  "license":"CC BY-SA 4.0",
+  "spacy_version":">=3.3.0.dev0,<3.4.0",
+  "spacy_git_version":"849bef2de",
+  "vectors":{
+    "width":300,
+    "vectors":50000,
+    "keys":-1,
+    "name":"sv_vectors"
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "tagger":[
+      "AB",
+      "AB|AN",
+      "AB|KOM",
+      "AB|POS",
+      "AB|SMS",
+      "AB|SUV",
+      "DT|NEU|SIN|DEF",
+      "DT|NEU|SIN|IND",
+      "DT|NEU|SIN|IND/DEF",
+      "DT|UTR/NEU|PLU|DEF",
+      "DT|UTR/NEU|PLU|IND",
+      "DT|UTR/NEU|PLU|IND/DEF",
+      "DT|UTR/NEU|SIN/PLU|IND",
+      "DT|UTR/NEU|SIN|DEF",
+      "DT|UTR/NEU|SIN|IND",
+      "DT|UTR|SIN|DEF",
+      "DT|UTR|SIN|IND",
+      "DT|UTR|SIN|IND/DEF",
+      "HA",
+      "HD|NEU|SIN|IND",
+      "HD|UTR/NEU|PLU|IND",
+      "HD|UTR|SIN|IND",
+      "HP|-|-|-",
+      "HP|NEU|SIN|IND",
+      "HP|UTR/NEU|PLU|IND",
+      "HP|UTR|SIN|IND",
+      "HS|DEF",
+      "IE",
+      "IN",
+      "JJ",
+      "JJ|AN",
+      "JJ|KOM|UTR/NEU|SIN/PLU|IND/DEF|NOM",
+      "JJ|POS|MAS|SIN|DEF|GEN",
+      "JJ|POS|MAS|SIN|DEF|NOM",
+      "JJ|POS|NEU|SIN|IND/DEF|NOM",
+      "JJ|POS|NEU|SIN|IND|NOM",
+      "JJ|POS|UTR/NEU|PLU|IND/DEF|GEN",
+      "JJ|POS|UTR/NEU|PLU|IND/DEF|NOM",
+      "JJ|POS|UTR/NEU|PLU|IND|NOM",
+      "JJ|POS|UTR/NEU|SIN/PLU|IND/DEF|NOM",
+      "JJ|POS|UTR/NEU|SIN|DEF|NOM",
+      "JJ|POS|UTR|-|-|SMS",
+      "JJ|POS|UTR|SIN|IND/DEF|NOM",
+      "JJ|POS|UTR|SIN|IND|GEN",
+      "JJ|POS|UTR|SIN|IND|NOM",
+      "JJ|SUV|MAS|SIN|DEF|NOM",
+      "JJ|SUV|UTR/NEU|PLU|DEF|NOM",
+      "JJ|SUV|UTR/NEU|SIN/PLU|DEF|NOM",
+      "JJ|SUV|UTR/NEU|SIN/PLU|IND|NOM",
+      "KN",
+      "MAD",
+      "MID",
+      "NN",
+      "NN|-|-|-|-",
+      "NN|AN",
+      "NN|NEU|-|-|SMS",
+      "NN|NEU|PLU|DEF|GEN",
+      "NN|NEU|PLU|DEF|NOM",
+      "NN|NEU|PLU|IND|GEN",
+      "NN|NEU|PLU|IND|NOM",
+      "NN|NEU|SIN|DEF|GEN",
+      "NN|NEU|SIN|DEF|NOM",
+      "NN|NEU|SIN|IND",
+      "NN|NEU|SIN|IND|GEN",
+      "NN|NEU|SIN|IND|NOM",
+      "NN|SMS",
+      "NN|UTR|-|-|-",
+      "NN|UTR|-|-|SMS",
+      "NN|UTR|PLU|DEF|GEN",
+      "NN|UTR|PLU|DEF|NOM",
+      "NN|UTR|PLU|IND|GEN",
+      "NN|UTR|PLU|IND|NOM",
+      "NN|UTR|SIN|DEF|GEN",
+      "NN|UTR|SIN|DEF|NOM",
+      "NN|UTR|SIN|IND|GEN",
+      "NN|UTR|SIN|IND|NOM",
+      "PAD",
+      "PC|PRF|NEU|SIN|IND|NOM",
+      "PC|PRF|UTR/NEU|PLU|IND/DEF|GEN",
+      "PC|PRF|UTR/NEU|PLU|IND/DEF|NOM",
+      "PC|PRF|UTR/NEU|SIN|DEF|NOM",
+      "PC|PRF|UTR|SIN|IND|NOM",
+      "PC|PRS|UTR/NEU|SIN/PLU|IND/DEF|NOM",
+      "PL",
+      "PM",
+      "PM|GEN",
+      "PM|NOM",
+      "PM|SMS",
+      "PN|MAS|SIN|DEF|SUB/OBJ",
+      "PN|NEU|SIN|DEF",
+      "PN|NEU|SIN|DEF|SUB/OBJ",
+      "PN|NEU|SIN|IND|SUB/OBJ",
+      "PN|UTR/NEU|PLU|DEF|OBJ",
+      "PN|UTR/NEU|PLU|DEF|SUB",
+      "PN|UTR/NEU|PLU|DEF|SUB/OBJ",
+      "PN|UTR/NEU|PLU|IND|SUB/OBJ",
+      "PN|UTR/NEU|SIN/PLU|DEF|OBJ",
+      "PN|UTR|PLU|DEF|OBJ",
+      "PN|UTR|PLU|DEF|SUB",
+      "PN|UTR|SIN|DEF|NOM",
+      "PN|UTR|SIN|DEF|OBJ",
+      "PN|UTR|SIN|DEF|SUB",
+      "PN|UTR|SIN|DEF|SUB/OBJ",
+      "PN|UTR|SIN|IND|NOM",
+      "PN|UTR|SIN|IND|SUB",
+      "PN|UTR|SIN|IND|SUB/OBJ",
+      "PP",
+      "PS|NEU|SIN|DEF",
+      "PS|UTR/NEU|PLU|DEF",
+      "PS|UTR/NEU|SIN/PLU|DEF",
+      "PS|UTR|SIN|DEF",
+      "RG|NEU|SIN|IND|NOM",
+      "RG|NOM",
+      "RG|SMS",
+      "RG|UTR|SIN|IND|NOM",
+      "RO|MAS|SIN|IND/DEF|NOM",
+      "RO|NOM",
+      "SN",
+      "UO",
+      "VB|AN",
+      "VB|IMP|AKT",
+      "VB|IMP|SFO",
+      "VB|INF|AKT",
+      "VB|INF|SFO",
+      "VB|KON|PRS|AKT",
+      "VB|KON|PRT|AKT",
+      "VB|PRS|AKT",
+      "VB|PRS|SFO",
+      "VB|PRT|AKT",
+      "VB|PRT|SFO",
+      "VB|SUP|AKT",
+      "VB|SUP|SFO"
+    ],
+    "morphologizer":[
+      "Case=Nom|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN",
+      "POS=ADP",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=NOUN",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass",
+      "POS=PUNCT",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act",
+      "Abbr=Yes|POS=ADV",
+      "POS=SCONJ",
+      "POS=ADV",
+      "Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing|POS=NUM",
+      "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act",
+      "POS=PART",
+      "POS=VERB|VerbForm=Inf",
+      "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
+      "Number=Plur|POS=DET|PronType=Tot",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Degree=Pos|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "POS=CCONJ",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "POS=PRON|PronType=Rel",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
+      "Degree=Pos|POS=ADV",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "POS=VERB|VerbForm=Sup|Voice=Act",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "POS=PART|Polarity=Neg",
+      "Case=Nom|Degree=Pos|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN",
+      "Degree=Cmp|POS=ADV",
+      "POS=VERB|VerbForm=Inf|Voice=Pass",
+      "Case=Nom|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=NOUN",
+      "Degree=Sup|POS=ADV",
+      "Case=Nom|NumType=Card|POS=NUM",
+      "Abbr=Yes|POS=NOUN",
+      "Case=Nom|Definite=Def|Degree=Sup|POS=ADJ",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act",
+      "POS=VERB|VerbForm=Inf|Voice=Act",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN",
+      "POS=AUX|VerbForm=Inf|Voice=Act",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part",
+      "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Prs",
+      "Case=Nom|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part",
+      "POS=AUX|VerbForm=Sup|Voice=Act",
+      "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Rcp",
+      "POS=VERB|VerbForm=Sup|Voice=Pass",
+      "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ",
+      "Case=Nom|Degree=Cmp|POS=ADJ",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Tot",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part",
+      "Definite=Ind|POS=DET|PronType=Ind",
+      "Case=Nom|Definite=Def|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part",
+      "Case=Nom|POS=ADJ|Tense=Pres|VerbForm=Part",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Ind",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act",
+      "Case=Acc|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
+      "Definite=Def|Gender=Com|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
+      "Definite=Def|Number=Plur|POS=PRON|PronType=Dem",
+      "Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Prs",
+      "Case=Nom|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ",
+      "Case=Nom|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
+      "Gender=Com|Number=Sing|POS=DET|PronType=Tot",
+      "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN",
+      "POS=NOUN",
+      "Case=Nom|POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Ind|Number=Plur|POS=PRON|PronType=Tot",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
+      "Definite=Ind|Number=Plur|POS=PRON|PronType=Ind",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Ind",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
+      "Gender=Com|POS=NOUN",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot",
+      "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Def|POS=PRON|PronType=Prs",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Nom|POS=PROPN",
+      "Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Prs",
+      "Case=Gen|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part",
+      "Case=Acc|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs",
+      "Definite=Ind|Number=Plur|POS=PRON|PronType=Rel",
+      "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin",
+      "Definite=Ind|Number=Plur|POS=PRON|PronType=Int",
+      "Number=Plur|POS=DET|PronType=Ind",
+      "Case=Gen|POS=PROPN",
+      "POS=PROPN",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Int",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Neut|POS=NOUN",
+      "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN",
+      "Definite=Ind|Number=Plur|POS=DET|PronType=Int",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Neg",
+      "POS=VERB|VerbForm=Sup",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN",
+      "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass",
+      "Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=NUM",
+      "Foreign=Yes|POS=NOUN",
+      "Foreign=Yes|POS=ADJ",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Ind|Number=Plur|POS=DET|PronType=Ind",
+      "POS=SYM",
+      "Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Definite=Def|Number=Sing|POS=DET|PronType=Tot",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Int",
+      "Case=Nom|Definite=Ind|Degree=Sup|POS=ADJ",
+      "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Dem",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Neg",
+      "Mood=Sub|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act",
+      "Degree=Pos|Gender=Com|POS=ADJ",
+      "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
+      "Definite=Def|Number=Plur|POS=PRON|PronType=Ind",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs",
+      "Definite=Ind|POS=DET|PronType=Prs",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Prs",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Rel",
+      "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ",
+      "Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Ind",
+      "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Prs",
+      "Abbr=Yes|POS=ADJ",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel",
+      "NumType=Card|POS=NUM",
+      "POS=INTJ",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Int",
+      "Degree=Sup|POS=ADV|Polarity=Neg",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Tot",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Int",
+      "POS=ADV|Polarity=Neg",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Ind",
+      "POS=ADJ",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
+      "Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Tot",
+      "Gender=Neut|Number=Sing|POS=DET|PronType=Tot",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=ADJ",
+      "Definite=Ind|Number=Plur|POS=DET|PronType=Neg",
+      "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg",
+      "Gender=Com|Number=Sing|POS=DET|PronType=Prs",
+      "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Pass",
+      "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Acc|Definite=Def|POS=PRON|PronType=Ind",
+      "Foreign=Yes|POS=ADP",
+      "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Prs",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Dem",
+      "Abbr=Yes|Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act",
+      "Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act",
+      "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel",
+      "Foreign=Yes|POS=CCONJ",
+      "POS=DET|PronType=Art",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Prs",
+      "Definite=Ind|Number=Plur|POS=DET|PronType=Tot",
+      "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Tot",
+      "Definite=Def|Number=Plur|POS=PRON|PronType=Prs",
+      "Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
+      "Definite=Def|Number=Plur|POS=PRON|PronType=Tot",
+      "Degree=Pos|POS=ADV|Polarity=Neg",
+      "Mood=Sub|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act",
+      "POS=PRON|PronType=Ind",
+      "Definite=Ind|POS=DET|PronType=Neg",
+      "Definite=Ind|Number=Plur|POS=PRON|PronType=Neg",
+      "POS=CCONJ|Polarity=Neg",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Tot",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Tot",
+      "Mood=Imp|POS=AUX|VerbForm=Fin|Voice=Act",
+      "Foreign=Yes|POS=ADV",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Rcp",
+      "Case=Acc|Definite=Def|POS=PRON|Polarity=Neg|PronType=Ind"
+    ],
+    "parser":[
+      "ROOT",
+      "acl",
+      "acl:cleft",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "amod",
+      "appos",
+      "aux",
+      "aux:pass",
+      "case",
+      "cc",
+      "ccomp",
+      "compound:prt",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "dislocated",
+      "expl",
+      "fixed",
+      "flat:name",
+      "iobj",
+      "mark",
+      "nmod",
+      "nmod:poss",
+      "nsubj",
+      "nsubj:pass",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:agent",
+      "parataxis",
+      "punct",
+      "xcomp"
+    ],
+    "attribute_ruler":[
+
+    ],
+    "ner":[
+      "EVN",
+      "LOC",
+      "MSR",
+      "OBJ",
+      "ORG",
+      "PRS",
+      "TME",
+      "WRK"
+    ]
+  },
+  "pipeline":[
+    "tok2vec",
+    "tagger",
+    "morphologizer",
+    "parser",
+    "lemmatizer",
+    "attribute_ruler",
+    "ner"
+  ],
+  "components":[
+    "tok2vec",
+    "tagger",
+    "morphologizer",
+    "parser",
+    "lemmatizer",
+    "senter",
+    "attribute_ruler",
+    "ner"
+  ],
+  "disabled":[
+    "senter"
+  ],
+  "performance":{
+    "token_acc":0.9999489666,
+    "token_p":0.9994896918,
+    "token_r":0.9995917117,
+    "token_f":0.9995406992,
+    "tag_acc":0.9505971216,
+    "pos_acc":0.9630499132,
+    "morph_acc":0.9576400939,
+    "morph_micro_p":0.9769858615,
+    "morph_micro_r":0.9757238307,
+    "morph_micro_f":0.9763544383,
+    "morph_per_feat":{
+      "Case":{
+        "p":0.9844368987,
+        "r":0.9847155392,
+        "f":0.9845761992
+      },
+      "Definite":{
+        "p":0.9825065274,
+        "r":0.9796927883,
+        "f":0.9810976405
+      },
+      "Gender":{
+        "p":0.9793753683,
+        "r":0.9799528302,
+        "f":0.9796640141
+      },
+      "Number":{
+        "p":0.9674291397,
+        "r":0.9659880834,
+        "f":0.9667080745
+      },
+      "Mood":{
+        "p":0.9830328738,
+        "r":0.9830328738,
+        "f":0.9830328738
+      },
+      "Tense":{
+        "p":0.9704035874,
+        "r":0.9747747748,
+        "f":0.9725842697
+      },
+      "VerbForm":{
+        "p":0.9680851064,
+        "r":0.971123666,
+        "f":0.9696020056
+      },
+      "Voice":{
+        "p":0.9848812095,
+        "r":0.987012987,
+        "f":0.9859459459
+      },
+      "PronType":{
+        "p":0.9678384443,
+        "r":0.9613670134,
+        "f":0.9645918748
+      },
+      "Degree":{
+        "p":0.9759162304,
+        "r":0.9578622816,
+        "f":0.9668049793
+      },
+      "Poss":{
+        "p":1.0,
+        "r":0.984375,
+        "f":0.9921259843
+      },
+      "Polarity":{
+        "p":0.9900990099,
+        "r":0.9803921569,
+        "f":0.9852216749
+      },
+      "NumType":{
+        "p":0.9824561404,
+        "r":0.9491525424,
+        "f":0.9655172414
+      },
+      "Abbr":{
+        "p":0.8421052632,
+        "r":1.0,
+        "f":0.9142857143
+      },
+      "Foreign":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "sents_p":0.9018867925,
+    "sents_r":0.9484126984,
+    "sents_f":0.9245647969,
+    "dep_uas":0.8308145129,
+    "dep_las":0.7851927322,
+    "dep_las_per_type":{
+      "nsubj":{
+        "p":0.8366533865,
+        "r":0.8203125,
+        "f":0.8284023669
+      },
+      "root":{
+        "p":0.8490566038,
+        "r":0.8928571429,
+        "f":0.8704061896
+      },
+      "case":{
+        "p":0.8861330327,
+        "r":0.8871331828,
+        "f":0.8866328257
+      },
+      "det":{
+        "p":0.9338677355,
+        "r":0.9119373777,
+        "f":0.9227722772
+      },
+      "obl":{
+        "p":0.6811594203,
+        "r":0.6702317291,
+        "f":0.6756513926
+      },
+      "nsubj:pass":{
+        "p":0.797979798,
+        "r":0.8144329897,
+        "f":0.806122449
+      },
+      "acl:relcl":{
+        "p":0.6241134752,
+        "r":0.6616541353,
+        "f":0.6423357664
+      },
+      "advmod":{
+        "p":0.7225647349,
+        "r":0.7343358396,
+        "f":0.7284027346
+      },
+      "amod":{
+        "p":0.9004893964,
+        "r":0.9004893964,
+        "f":0.9004893964
+      },
+      "obl:agent":{
+        "p":0.7333333333,
+        "r":0.7333333333,
+        "f":0.7333333333
+      },
+      "aux":{
+        "p":0.9442060086,
+        "r":0.9523809524,
+        "f":0.9482758621
+      },
+      "nmod:poss":{
+        "p":0.9375,
+        "r":0.9338521401,
+        "f":0.9356725146
+      },
+      "obj":{
+        "p":0.7922330097,
+        "r":0.8644067797,
+        "f":0.8267477204
+      },
+      "nmod":{
+        "p":0.6903225806,
+        "r":0.6750788644,
+        "f":0.68261563
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+      "mark":{
+        "p":0.8151950719,
+        "r":0.818556701,
+        "f":0.816872428
+      },
+      "advcl":{
+        "p":0.5459459459,
+        "r":0.5260416667,
+        "f":0.5358090186
+      },
+      "cop":{
+        "p":0.8212290503,
+        "r":0.8546511628,
+        "f":0.8376068376
+      },
+      "xcomp":{
+        "p":0.6319444444,
+        "r":0.6319444444,
+        "f":0.6319444444
+      },
+      "cc":{
+        "p":0.8169014085,
+        "r":0.7981651376,
+        "f":0.807424594
+      },
+      "conj":{
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+        "r":0.6476793249,
+        "f":0.638917794
+      },
+      "appos":{
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+        "r":0.2571428571,
+        "f":0.2950819672
+      },
+      "acl":{
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+        "r":0.5051546392,
+        "f":0.5568181818
+      },
+      "iobj":{
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+        "f":0.7027027027
+      },
+      "compound:prt":{
+        "p":0.7037037037,
+        "r":0.8142857143,
+        "f":0.7549668874
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+      "fixed":{
+        "p":0.7681818182,
+        "r":0.6259259259,
+        "f":0.6897959184
+      },
+      "parataxis":{
+        "p":0.4888888889,
+        "r":0.431372549,
+        "f":0.4583333333
+      },
+      "expl":{
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+        "r":0.6511627907,
+        "f":0.5544554455
+      },
+      "csubj":{
+        "p":0.4285714286,
+        "r":0.4444444444,
+        "f":0.4363636364
+      },
+      "ccomp":{
+        "p":0.568627451,
+        "r":0.6170212766,
+        "f":0.5918367347
+      },
+      "nummod":{
+        "p":0.7872340426,
+        "r":0.7551020408,
+        "f":0.7708333333
+      },
+      "aux:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "dep":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "dislocated":{
+        "p":0.5,
+        "r":0.125,
+        "f":0.2
+      },
+      "acl:cleft":{
+        "p":0.3529411765,
+        "r":0.5454545455,
+        "f":0.4285714286
+      },
+      "flat:name":{
+        "p":0.75,
+        "r":0.5454545455,
+        "f":0.6315789474
+      },
+      "csubj:pass":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "discourse":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "vocative":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "lemma_acc":0.9550882923,
+    "ents_p":0.8382990249,
+    "ents_r":0.7530413625,
+    "ents_f":0.7933863112,
+    "ents_per_type":{
+      "PRS":{
+        "p":0.9068062827,
+        "r":0.8950904393,
+        "f":0.9009102731
+      },
+      "ORG":{
+        "p":0.5867768595,
+        "r":0.6016949153,
+        "f":0.5941422594
+      },
+      "LOC":{
+        "p":0.9026717557,
+        "r":0.8958333333,
+        "f":0.8992395437
+      },
+      "TME":{
+        "p":0.5444015444,
+        "r":0.2640449438,
+        "f":0.3556116015
+      },
+      "MSR":{
+        "p":0.46875,
+        "r":0.1851851852,
+        "f":0.2654867257
+      },
+      "OBJ":{
+        "p":0.5714285714,
+        "r":0.3636363636,
+        "f":0.4444444444
+      },
+      "EVN":{
+        "p":0.8461538462,
+        "r":0.4583333333,
+        "f":0.5945945946
+      },
+      "WRK":{
+        "p":0.5434782609,
+        "r":0.2688172043,
+        "f":0.3597122302
+      }
+    },
+    "speed":7748.3765654483
+  },
+  "sources":[
+    {
+      "name":"UD Swedish Talbanken v2.8",
+      "url":"https://github.com/UniversalDependencies/UD_Swedish-Talbanken",
+      "license":"CC BY-SA 4.0",
+      "author":"Nivre, Joakim; Smith, Aaron"
+    },
+    {
+      "name":"Stockholm-Ume\u00e5 Corpus (SUC) v3.0",
+      "url":"https://huggingface.co/datasets/KBLab/sucx3_ner",
+      "license":"CC BY 4.0",
+      "author":"Spr\u00e5kbanken"
+    },
+    {
+      "name":"Explosion floret Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl)",
+      "url":"https://github.com/explosion/spacy-vectors-builder",
+      "license":"CC0",
+      "author":"Explosion"
+    }
+  ],
+  "requirements":[
+
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,414 @@
+{
+  "extend":false,
+  "labels_morph":{
+    "Case=Nom|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing",
+    "POS=ADP":"",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Com|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Com|Number=Sing",
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass":"Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Pass",
+    "POS=PUNCT":"",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs":"Definite=Def|Gender=Neut|Number=Sing|PronType=Prs",
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act",
+    "Abbr=Yes|POS=ADV":"Abbr=Yes",
+    "POS=SCONJ":"",
+    "POS=ADV":"",
+    "Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing|POS=NUM":"Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing",
+    "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act",
+    "POS=PART":"",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
+    "Number=Plur|POS=DET|PronType=Tot":"Number=Plur|PronType=Tot",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Degree=Pos|Number=Plur|POS=ADJ":"Case=Nom|Degree=Pos|Number=Plur",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Ind|Gender=Neut|Number=Plur",
+    "POS=CCONJ":"",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "POS=PRON|PronType=Rel":"PronType=Rel",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":"Definite=Def|Gender=Neut|Number=Sing|PronType=Dem",
+    "Degree=Pos|POS=ADV":"Degree=Pos",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Dem":"Definite=Def|Number=Plur|PronType=Dem",
+    "Case=Nom|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing",
+    "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Com|Number=Sing|PronType=Art",
+    "Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing",
+    "POS=VERB|VerbForm=Sup|Voice=Act":"VerbForm=Sup|Voice=Act",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Sing",
+    "POS=PART|Polarity=Neg":"Polarity=Neg",
+    "Case=Nom|Degree=Pos|POS=ADJ":"Case=Nom|Degree=Pos",
+    "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Com|Number=Plur",
+    "Degree=Cmp|POS=ADV":"Degree=Cmp",
+    "POS=VERB|VerbForm=Inf|Voice=Pass":"VerbForm=Inf|Voice=Pass",
+    "Case=Nom|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Pos|Number=Plur",
+    "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Com|Number=Plur",
+    "Degree=Sup|POS=ADV":"Degree=Sup",
+    "Case=Nom|NumType=Card|POS=NUM":"Case=Nom|NumType=Card",
+    "Abbr=Yes|POS=NOUN":"Abbr=Yes",
+    "Case=Nom|Definite=Def|Degree=Sup|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing",
+    "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act":"Mood=Imp|VerbForm=Fin|Voice=Act",
+    "POS=VERB|VerbForm=Inf|Voice=Act":"VerbForm=Inf|Voice=Act",
+    "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Nom|Definite=Def|Gender=Neut|Number=Plur",
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":"Mood=Ind|Tense=Pres|VerbForm=Fin",
+    "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Neut|Number=Plur",
+    "POS=AUX|VerbForm=Inf|Voice=Act":"VerbForm=Inf|Voice=Act",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
+    "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Prs":"Case=Nom|Definite=Def|Number=Plur|PronType=Prs",
+    "Case=Nom|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Number=Plur|Tense=Past|VerbForm=Part",
+    "POS=AUX|VerbForm=Sup|Voice=Act":"VerbForm=Sup|Voice=Act",
+    "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Rcp":"Case=Acc|Definite=Def|Number=Plur|PronType=Rcp",
+    "POS=VERB|VerbForm=Sup|Voice=Pass":"VerbForm=Sup|Voice=Pass",
+    "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Neut|Number=Sing|PronType=Art",
+    "Case=Nom|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Pos|Number=Sing",
+    "Case=Nom|Degree=Cmp|POS=ADJ":"Case=Nom|Degree=Cmp",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Tot":"Definite=Ind|Number=Sing|PronType=Tot",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Com|Number=Sing|PronType=Art",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|Tense=Past|VerbForm=Part",
+    "Definite=Ind|POS=DET|PronType=Ind":"Definite=Ind|PronType=Ind",
+    "Case=Nom|Definite=Def|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Def|Number=Sing|Tense=Past|VerbForm=Part",
+    "Case=Nom|POS=ADJ|Tense=Pres|VerbForm=Part":"Case=Nom|Tense=Pres|VerbForm=Part",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Ind":"Definite=Ind|Gender=Com|Number=Sing|PronType=Ind",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Definite=Def|Gender=Neut|Number=Sing|PronType=Dem",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Art",
+    "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act",
+    "Case=Acc|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Int":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Int",
+    "Definite=Def|Gender=Com|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Com|Number=Sing|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Neut|Number=Sing|Poss=Yes|PronType=Prs",
+    "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Case=Nom|Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
+    "Definite=Def|Number=Plur|POS=PRON|PronType=Dem":"Definite=Def|Number=Plur|PronType=Dem",
+    "Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Poss=Yes|PronType=Prs",
+    "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|Number=Plur|PronType=Prs",
+    "Case=Nom|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Number=Plur",
+    "Case=Nom|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Case=Nom|Degree=Pos|Gender=Com|Number=Sing",
+    "Gender=Com|Number=Sing|POS=DET|PronType=Tot":"Gender=Com|Number=Sing|PronType=Tot",
+    "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Dem":"Definite=Def|Gender=Com|Number=Sing|PronType=Dem",
+    "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Com|Number=Sing",
+    "POS=NOUN":"",
+    "Case=Nom|POS=ADJ":"Case=Nom",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|PronType=Ind",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Ind",
+    "Definite=Ind|Number=Plur|POS=PRON|PronType=Tot":"Definite=Ind|Number=Plur|PronType=Tot",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Ind":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Ind",
+    "Definite=Ind|Number=Plur|POS=PRON|PronType=Ind":"Definite=Ind|Number=Plur|PronType=Ind",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Ind":"Definite=Def|Poss=Yes|PronType=Ind",
+    "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
+    "Gender=Com|POS=NOUN":"Gender=Com",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Tot",
+    "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Com|Number=Sing",
+    "Case=Acc|Definite=Def|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|PronType=Prs",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Poss=Yes|PronType=Prs",
+    "Case=Nom|POS=PROPN":"Case=Nom",
+    "Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Number=Plur|Tense=Past|VerbForm=Part",
+    "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs":"Case=Nom|Definite=Def|Gender=Com|Number=Plur|PronType=Prs",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Prs":"Definite=Def|Number=Plur|PronType=Prs",
+    "Case=Gen|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Gen|Number=Plur|Tense=Past|VerbForm=Part",
+    "Case=Acc|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|Gender=Com|Number=Plur|PronType=Prs",
+    "Definite=Ind|Number=Plur|POS=PRON|PronType=Rel":"Definite=Ind|Number=Plur|PronType=Rel",
+    "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin":"Mood=Ind|Tense=Past|VerbForm=Fin",
+    "Definite=Ind|Number=Plur|POS=PRON|PronType=Int":"Definite=Ind|Number=Plur|PronType=Int",
+    "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
+    "Case=Gen|POS=PROPN":"Case=Gen",
+    "POS=PROPN":"",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Int":"Definite=Ind|Gender=Com|Number=Sing|PronType=Int",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Tot":"Definite=Ind|Gender=Com|Number=Sing|PronType=Tot",
+    "Gender=Neut|POS=NOUN":"Gender=Neut",
+    "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Com|Number=Plur",
+    "Definite=Ind|Number=Plur|POS=DET|PronType=Int":"Definite=Ind|Number=Plur|PronType=Int",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Neg":"Definite=Ind|Gender=Com|Number=Sing|PronType=Neg",
+    "POS=VERB|VerbForm=Sup":"VerbForm=Sup",
+    "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Plur",
+    "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Pass",
+    "Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=NUM":"Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing",
+    "Foreign=Yes|POS=NOUN":"Foreign=Yes",
+    "Foreign=Yes|POS=ADJ":"Foreign=Yes",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind":"Definite=Def|Gender=Neut|Number=Sing|PronType=Ind",
+    "Definite=Ind|Number=Plur|POS=DET|PronType=Ind":"Definite=Ind|Number=Plur|PronType=Ind",
+    "POS=SYM":"",
+    "Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Degree=Pos|Gender=Neut|Number=Sing",
+    "Definite=Def|Number=Sing|POS=DET|PronType=Tot":"Definite=Def|Number=Sing|PronType=Tot",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Definite=Ind|Gender=Com|Number=Sing|PronType=Ind",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Int":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Int",
+    "Case=Nom|Definite=Ind|Degree=Sup|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup",
+    "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Dem":"Definite=Def|Gender=Com|Number=Sing|PronType=Dem",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Neg":"Definite=Ind|Gender=Com|Number=Sing|PronType=Neg",
+    "Mood=Sub|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Sub|Tense=Past|VerbForm=Fin|Voice=Act",
+    "Degree=Pos|Gender=Com|POS=ADJ":"Degree=Pos|Gender=Com",
+    "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Definite=Def|Gender=Com|Number=Sing|PronType=Ind",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|Tense=Past|VerbForm=Part",
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
+    "Definite=Def|Number=Plur|POS=PRON|PronType=Ind":"Definite=Def|Number=Plur|PronType=Ind",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Prs",
+    "Definite=Ind|POS=DET|PronType=Prs":"Definite=Ind|PronType=Prs",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Prs":"Definite=Def|Gender=Neut|Number=Sing|PronType=Prs",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Rel":"Definite=Def|Poss=Yes|PronType=Rel",
+    "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ":"Case=Gen|Degree=Pos|Number=Plur",
+    "Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Ind":"Definite=Def|Number=Plur|Poss=Yes|PronType=Ind",
+    "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Prs":"Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
+    "Abbr=Yes|POS=ADJ":"Abbr=Yes",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Rel",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel":"Definite=Ind|Gender=Com|Number=Sing|PronType=Rel",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "POS=INTJ":"",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Int":"Definite=Ind|Gender=Com|Number=Sing|PronType=Int",
+    "Degree=Sup|POS=ADV|Polarity=Neg":"Degree=Sup|Polarity=Neg",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Tot":"Definite=Ind|Gender=Com|Number=Sing|PronType=Tot",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Definite=Ind|Gender=Com|Number=Sing|PronType=Prs",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Int":"Definite=Def|Poss=Yes|PronType=Int",
+    "POS=ADV|Polarity=Neg":"Polarity=Neg",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Ind":"Definite=Ind|Number=Sing|PronType=Ind",
+    "POS=ADJ":"",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|PronType=Prs",
+    "Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":"Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Sing",
+    "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Tot":"Case=Nom|Definite=Def|Gender=Com|Number=Sing|PronType=Tot",
+    "Gender=Neut|Number=Sing|POS=DET|PronType=Tot":"Gender=Neut|Number=Sing|PronType=Tot",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Neg",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Gender=Masc|Number=Sing",
+    "Definite=Ind|Number=Plur|POS=DET|PronType=Neg":"Definite=Ind|Number=Plur|PronType=Neg",
+    "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Definite=Def|Gender=Masc|Number=Sing|PronType=Dem",
+    "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot":"Definite=Def|Gender=Neut|Number=Sing|PronType=Tot",
+    "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Neg",
+    "Gender=Com|Number=Sing|POS=DET|PronType=Prs":"Gender=Com|Number=Sing|PronType=Prs",
+    "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Pass":"Mood=Imp|VerbForm=Fin|Voice=Pass",
+    "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind":"Case=Nom|Definite=Def|Number=Plur|PronType=Ind",
+    "Case=Acc|Definite=Def|POS=PRON|PronType=Ind":"Case=Acc|Definite=Def|PronType=Ind",
+    "Foreign=Yes|POS=ADP":"Foreign=Yes",
+    "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Gender=Com|Number=Sing|PronType=Prs",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Dem":"Definite=Def|Poss=Yes|PronType=Dem",
+    "Abbr=Yes|Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act":"Abbr=Yes|Mood=Imp|VerbForm=Fin|Voice=Act",
+    "Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act":"Mood=Sub|Tense=Pres|VerbForm=Fin|Voice=Act",
+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|PronType=Rel",
+    "Foreign=Yes|POS=CCONJ":"Foreign=Yes",
+    "POS=DET|PronType=Art":"PronType=Art",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Number=Sing|PronType=Prs",
+    "Definite=Ind|Number=Plur|POS=DET|PronType=Tot":"Definite=Ind|Number=Plur|PronType=Tot",
+    "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Case=Nom|Definite=Def|Gender=Com|Number=Sing|PronType=Ind",
+    "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Rel":"Case=Nom|Definite=Def|Number=Plur|PronType=Rel",
+    "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Tot":"Case=Acc|Definite=Def|Number=Plur|PronType=Tot",
+    "Definite=Def|Number=Plur|POS=PRON|PronType=Prs":"Definite=Def|Number=Plur|PronType=Prs",
+    "Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing",
+    "Definite=Def|Number=Plur|POS=PRON|PronType=Tot":"Definite=Def|Number=Plur|PronType=Tot",
+    "Degree=Pos|POS=ADV|Polarity=Neg":"Degree=Pos|Polarity=Neg",
+    "Mood=Sub|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Sub|Tense=Past|VerbForm=Fin|Voice=Act",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "Definite=Ind|POS=DET|PronType=Neg":"Definite=Ind|PronType=Neg",
+    "Definite=Ind|Number=Plur|POS=PRON|PronType=Neg":"Definite=Ind|Number=Plur|PronType=Neg",
+    "POS=CCONJ|Polarity=Neg":"Polarity=Neg",
+    "Case=Nom|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Gender=Masc|Number=Sing",
+    "Case=Acc|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Gender=Fem|Number=Sing",
+    "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Tot":"Case=Nom|Definite=Def|Number=Plur|PronType=Tot",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Tot":"Definite=Def|Number=Plur|PronType=Tot",
+    "Mood=Imp|POS=AUX|VerbForm=Fin|Voice=Act":"Mood=Imp|VerbForm=Fin|Voice=Act",
+    "Foreign=Yes|POS=ADV":"Foreign=Yes",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Rcp":"Definite=Def|Poss=Yes|PronType=Rcp",
+    "Case=Acc|Definite=Def|POS=PRON|Polarity=Neg|PronType=Ind":"Case=Acc|Definite=Def|Polarity=Neg|PronType=Ind"
+  },
+  "labels_pos":{
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+    "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":92,
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+    "Case=Nom|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":92,
+    "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=NOUN":92,
+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass":100,
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+    "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act":100,
+    "Abbr=Yes|POS=ADV":86,
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+    "Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing|POS=NUM":93,
+    "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act":87,
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+    "POS=VERB|VerbForm=Inf":100,
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+    "Number=Plur|POS=DET|PronType=Tot":90,
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+    "Case=Nom|Degree=Pos|Number=Plur|POS=ADJ":84,
+    "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":92,
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