Update spaCy pipeline

LICENSES_SOURCES

@@ -1,3 +1,443 @@
+# Sprogteknologisk orddatabase over det danske sprog
+
+* Author: Center for Language Technology, University of Copenhagen
+* URL: https://cst.ku.dk/sto_ordbase/
+* License: CC BY-SA 4.0
+
+```
+Attribution-ShareAlike 4.0 International
+
+=======================================================================
+
+Creative Commons Corporation ("Creative Commons") is not a law firm and
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+
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+
+=======================================================================
+
+Creative Commons Attribution-ShareAlike 4.0 International Public
+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
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+acceptance of these terms and conditions, and the Licensor grants You
+such rights in consideration of benefits the Licensor receives from
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+
+
+Section 1 -- Definitions.
+
+  a. Adapted Material means material subject to Copyright and Similar
+     Rights that is derived from or based upon the Licensed Material
+     and in which the Licensed Material is translated, altered,
+     arranged, transformed, or otherwise modified in a manner requiring
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+     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.
+
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+
+
+Section 2 -- Scope.
+
+  a. License grant.
+
+       1. Subject to the terms and conditions of this Public License,
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+          non-sublicensable, non-exclusive, irrevocable license to
+          exercise the Licensed Rights in the Licensed Material to:
+
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+               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).
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+       4. Media and formats; technical modifications allowed. The
+          Licensor authorizes You to exercise the Licensed Rights in
+          all media and formats whether now known or hereafter created,
+          and to make technical modifications necessary to do so. The
+          Licensor waives and/or agrees not to assert any right or
+          authority to forbid You from making technical modifications
+          necessary to exercise the Licensed Rights, including
+          technical modifications necessary to circumvent Effective
+          Technological Measures. For purposes of this Public License,
+          simply making modifications authorized by this Section 2(a)
+          (4) never produces Adapted Material.
+
+       5. Downstream recipients.
+
+            a. Offer from the Licensor -- Licensed Material. Every
+               recipient of the Licensed Material automatically
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+
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+               Every recipient of Adapted Material from You
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+               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
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+          extent necessary to allow You to exercise the Licensed
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+
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+
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+          collect royalties from You for the exercise of the Licensed
+          Rights, whether directly or through a collecting society
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+          reserves any right to collect such royalties.
+
+
+Section 3 -- License Conditions.
+
+Your exercise of the Licensed Rights is expressly made subject to the
+following conditions.
+
+  a. Attribution.
+
+       1. If You Share the Licensed Material (including in modified
+          form), You must:
+
+            a. retain the following if it is supplied by the Licensor
+               with the Licensed Material:
+
+                 i. identification of the creator(s) of the Licensed
+                    Material and any others designated to receive
+                    attribution, in any reasonable manner requested by
+                    the Licensor (including by pseudonym if
+                    designated);
+
+                ii. a copyright notice;
+
+               iii. a notice that refers to this Public License;
+
+                iv. a notice that refers to the disclaimer of
+                    warranties;
+
+                 v. a URI or hyperlink to the Licensed Material to the
+                    extent reasonably practicable;
+
+            b. indicate if You modified the Licensed Material and
+               retain an indication of any previous modifications; and
+
+            c. indicate the Licensed Material is licensed under this
+               Public License, and include the text of, or the URI or
+               hyperlink to, this Public License.
+
+       2. You may satisfy the conditions in Section 3(a)(1) in any
+          reasonable manner based on the medium, means, and context in
+          which You Share the Licensed Material. For example, it may be
+          reasonable to satisfy the conditions by providing a URI or
+          hyperlink to a resource that includes the required
+          information.
+
+       3. If requested by the Licensor, You must remove any of the
+          information required by Section 3(a)(1)(A) to the extent
+          reasonably practicable.
+
+  b. ShareAlike.
+
+     In addition to the conditions in Section 3(a), if You Share
+     Adapted Material You produce, the following conditions also apply.
+
+       1. The Adapter's License You apply must be a Creative Commons
+          license with the same License Elements, this version or
+          later, or a BY-SA Compatible License.
+
+       2. You must include the text of, or the URI or hyperlink to, the
+          Adapter's License You apply. You may satisfy this condition
+          in any reasonable manner based on the medium, means, and
+          context in which You Share Adapted Material.
+
+       3. You may not offer or impose any additional or different terms
+          or conditions on, or apply any Effective Technological
+          Measures to, Adapted Material that restrict exercise of the
+          rights granted under the Adapter's License You apply.
+
+
+Section 4 -- Sui Generis Database Rights.
+
+Where the Licensed Rights include Sui Generis Database Rights that
+apply to Your use of the Licensed Material:
+
+  a. for the avoidance of doubt, Section 2(a)(1) grants You the right
+     to extract, reuse, reproduce, and Share all or a substantial
+     portion of the contents of the database;
+
+  b. if You include all or a substantial portion of the database
+     contents in a database in which You have Sui Generis Database
+     Rights, then the database in which You have Sui Generis Database
+     Rights (but not its individual contents) is Adapted Material,
+
+     including for purposes of Section 3(b); and
+  c. You must comply with the conditions in Section 3(a) if You Share
+     all or a substantial portion of the contents of the database.
+
+For the avoidance of doubt, this Section 4 supplements and does not
+replace Your obligations under this Public License where the Licensed
+Rights include other Copyright and Similar Rights.
+
+
+Section 5 -- Disclaimer of Warranties and Limitation of Liability.
+
+  a. UNLESS OTHERWISE SEPARATELY UNDERTAKEN BY THE LICENSOR, TO THE
+     EXTENT POSSIBLE, THE LICENSOR OFFERS THE LICENSED MATERIAL AS-IS
+     AND AS-AVAILABLE, AND MAKES NO REPRESENTATIONS OR WARRANTIES OF
+     ANY KIND CONCERNING THE LICENSED MATERIAL, WHETHER EXPRESS,
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+
+  b. TO THE EXTENT POSSIBLE, IN NO EVENT WILL THE LICENSOR BE LIABLE
+     TO YOU ON ANY LEGAL THEORY (INCLUDING, WITHOUT LIMITATION,
+     NEGLIGENCE) OR OTHERWISE FOR ANY DIRECT, SPECIAL, INDIRECT,
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+     COSTS, EXPENSES, OR DAMAGES ARISING OUT OF THIS PUBLIC LICENSE OR
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+
+  c. The disclaimer of warranties and limitation of liability provided
+     above shall be interpreted in a manner that, to the extent
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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
+     terminate automatically.
+
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+     Section 6(a), it reinstates:
+
+       1. automatically as of the date the violation is cured, provided
+          it is cured within 30 days of Your discovery of the
+          violation; or
+
+       2. upon express reinstatement by the Licensor.
+
+     For the avoidance of doubt, this Section 6(b) does not affect any
+     right the Licensor may have to seek remedies for Your violations
+     of this Public License.
+
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+     Licensed Material under separate terms or conditions or stop
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+     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
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+
+  b. Any arrangements, understandings, or agreements regarding the
+     Licensed Material not stated herein are separate from and
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+
+
+Section 8 -- Interpretation.
+
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+     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
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+     without affecting the enforceability of the remaining terms and
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+
+  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
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+     processes of any jurisdiction or authority.
+
+
+=======================================================================
+
+Creative Commons is not a party to its public
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+its public licenses to material it publishes and in those instances
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+
+```
+
+
+
+
 # TIGER Corpus
 
 * Author: Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit
@@ -118,557 +558,6 @@ Nothing in this Public License constitutes or may be interpreted as a limitation
 
 
 
-# Lemmatization Lists
-
-* Author: Michal Měchura
-* URL: https://github.com/michmech/lemmatization-lists/
-* License: ODbL
-
-```
-## ODC Open Database License (ODbL)
-
-### Preamble
-
-The Open Database License (ODbL) is a license agreement intended to
-allow users to freely share, modify, and use this Database while
-maintaining this same freedom for others. Many databases are covered by
-copyright, and therefore this document licenses these rights. Some
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-cover databases, and so the ODbL addresses these rights, too. Finally,
-the ODbL is also an agreement in contract for users of this Database to
-act in certain ways in return for accessing this Database.
-
-Databases can contain a wide variety of types of content (images,
-audiovisual material, and sounds all in the same database, for example),
-and so the ODbL only governs the rights over the Database, and not the
-contents of the Database individually. Licensors should use the ODbL
-together with another license for the contents, if the contents have a
-single set of rights that uniformly covers all of the contents. If the
-contents have multiple sets of different rights, Licensors should
-describe what rights govern what contents together in the individual
-record or in some other way that clarifies what rights apply. 
-
-Sometimes the contents of a database, or the database itself, can be
-covered by other rights not addressed here (such as private contracts,
-trade mark over the name, or privacy rights / data protection rights
-over information in the contents), and so you are advised that you may
-have to consult other documents or clear other rights before doing
-activities not covered by this License.
-
-------
-
-The Licensor (as defined below) 
-
-and 
-
-You (as defined below) 
-
-agree as follows: 
-
-### 1.0 Definitions of Capitalised Words
-
-"Collective Database" – Means this Database in unmodified form as part
-of a collection of independent databases in themselves that together are
-assembled into a collective whole. A work that constitutes a Collective
-Database will not be considered a Derivative Database.
-
-"Convey" – As a verb, means Using the Database, a Derivative Database,
-or the Database as part of a Collective Database in any way that enables
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-computer network, or creating and Using a Produced Work, where no
-transfer of a copy of the Database or a Derivative Database occurs.
-"Contents" – The contents of this Database, which includes the
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-Database. For example, the contents of the Database could be factual
-data or works such as images, audiovisual material, text, or sounds.
-
-"Database" – A collection of material (the Contents) arranged in a
-systematic or methodical way and individually accessible by electronic
-or other means offered under the terms of this License.
-
-"Database Directive" – Means Directive 96/9/EC of the European
-Parliament and of the Council of 11 March 1996 on the legal protection
-of databases, as amended or succeeded.
-
-"Database Right" – Means rights resulting from the Chapter III ("sui
-generis") rights in the Database Directive (as amended and as transposed
-by member states), which includes the Extraction and Re-utilisation of
-the whole or a Substantial part of the Contents, as well as any similar
-rights available in the relevant jurisdiction under Section 10.4. 
-
-"Derivative Database" – Means a database based upon the Database, and
-includes any translation, adaptation, arrangement, modification, or any
-other alteration of the Database or of a Substantial part of the
-Contents. This includes, but is not limited to, Extracting or
-Re-utilising the whole or a Substantial part of the Contents in a new
-Database.
-
-"Extraction" – Means the permanent or temporary transfer of all or a
-Substantial part of the Contents to another medium by any means or in
-any form.
-
-"License" – Means this license agreement and is both a license of rights
-such as copyright and Database Rights and an agreement in contract.
-
-"Licensor" – Means the Person that offers the Database under the terms
-of this License. 
-
-"Person" – Means a natural or legal person or a body of persons
-corporate or incorporate.
-
-"Produced Work" –  a work (such as an image, audiovisual material, text,
-or sounds) resulting from using the whole or a Substantial part of the
-Contents (via a search or other query) from this Database, a Derivative
-Database, or this Database as part of a Collective Database.  
-
-"Publicly" – means to Persons other than You or under Your control by
-either more than 50% ownership or by the power to direct their
-activities (such as contracting with an independent consultant). 
-
-"Re-utilisation" – means any form of making available to the public all
-or a Substantial part of the Contents by the distribution of copies, by
-renting, by online or other forms of transmission.
-
-"Substantial" – Means substantial in terms of quantity or quality or a
-combination of both. The repeated and systematic Extraction or
-Re-utilisation of insubstantial parts of the Contents may amount to the
-Extraction or Re-utilisation of a Substantial part of the Contents.
-
-"Use" – As a verb, means doing any act that is restricted by copyright
-or Database Rights whether in the original medium or any other; and
-includes without limitation distributing, copying, publicly performing,
-publicly displaying, and preparing derivative works of the Database, as
-well as modifying the Database as may be technically necessary to use it
-in a different mode or format. 
-
-"You" – Means a Person exercising rights under this License who has not
-previously violated the terms of this License with respect to the
-Database, or who has received express permission from the Licensor to
-exercise rights under this License despite a previous violation.
-
-Words in the singular include the plural and vice versa.
-
-### 2.0 What this License covers
-
-2.1. Legal effect of this document. This License is:
-
-  a. A license of applicable copyright and neighbouring rights;
-
-  b. A license of the Database Right; and
-
-  c. An agreement in contract between You and the Licensor.
-
-2.2 Legal rights covered. This License covers the legal rights in the
-Database, including:
-
-  a. Copyright. Any copyright or neighbouring rights in the Database.
-  The copyright licensed includes any individual elements of the
-  Database, but does not cover the copyright over the Contents
-  independent of this Database. See Section 2.4 for details. Copyright
-  law varies between jurisdictions, but is likely to cover: the Database
-  model or schema, which is the structure, arrangement, and organisation
-  of the Database, and can also include the Database tables and table
-  indexes; the data entry and output sheets; and the Field names of
-  Contents stored in the Database;
-
-  b. Database Rights. Database Rights only extend to the Extraction and
-  Re-utilisation of the whole or a Substantial part of the Contents.
-  Database Rights can apply even when there is no copyright over the
-  Database. Database Rights can also apply when the Contents are removed
-  from the Database and are selected and arranged in a way that would
-  not infringe any applicable copyright; and
-
-  c. Contract. This is an agreement between You and the Licensor for
-  access to the Database. In return you agree to certain conditions of
-  use on this access as outlined in this License. 
-
-2.3 Rights not covered. 
-
-  a. This License does not apply to computer programs used in the making
-  or operation of the Database; 
-
-  b. This License does not cover any patents over the Contents or the
-  Database; and
-
-  c. This License does not cover any trademarks associated with the
-  Database. 
-
-2.4 Relationship to Contents in the Database. The individual items of
-the Contents contained in this Database may be covered by other rights,
-including copyright, patent, data protection, privacy, or personality
-rights, and this License does not cover any rights (other than Database
-Rights or in contract) in individual Contents contained in the Database.
-For example, if used on a Database of images (the Contents), this
-License would not apply to copyright over individual images, which could
-have their own separate licenses, or one single license covering all of
-the rights over the images.  
-
-### 3.0 Rights granted
-
-3.1 Subject to the terms and conditions of this License, the Licensor
-grants to You a worldwide, royalty-free, non-exclusive, terminable (but
-only under Section 9) license to Use the Database for the duration of
-any applicable copyright and Database Rights. These rights explicitly
-include commercial use, and do not exclude any field of endeavour. To
-the extent possible in the relevant jurisdiction, these rights may be
-exercised in all media and formats whether now known or created in the
-future. 
-
-The rights granted cover, for example:
-
-  a. Extraction and Re-utilisation of the whole or a Substantial part of
-  the Contents;
-
-  b. Creation of Derivative Databases;
-
-  c. Creation of Collective Databases;
-
-  d. Creation of temporary or permanent reproductions by any means and
-  in any form, in whole or in part, including of any Derivative
-  Databases or as a part of Collective Databases; and
-
-  e. Distribution, communication, display, lending, making available, or
-  performance to the public by any means and in any form, in whole or in
-  part, including of any Derivative Database or as a part of Collective
-  Databases.
-
-3.2 Compulsory license schemes. For the avoidance of doubt:
-
-  a. Non-waivable compulsory license schemes. In those jurisdictions in
-  which the right to collect royalties through any statutory or
-  compulsory licensing scheme cannot be waived, the Licensor reserves
-  the exclusive right to collect such royalties for any exercise by You
-  of the rights granted under this License;
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-
 # Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)
 
 * Author: Explosion

README.md

@@ -14,47 +14,47 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.8421438017
+      value: 0.8444181044
     - name: NER Recall
       type: recall
-      value: 0.8354783099
+      value: 0.8342097559
     - name: NER F Score
       type: f_score
-      value: 0.8387978142
+      value: 0.8392828898
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS Accuracy
       type: accuracy
-      value: 0.9782476543
+      value: 0.9777721981
   - task:
       name: SENTER
       type: token-classification
     metrics:
     - name: SENTER Precision
       type: precision
-      value: 0.9517039515
+      value: 0.9521920668
     - name: SENTER Recall
       type: recall
-      value: 0.9600395606
+      value: 0.9585455158
     - name: SENTER F Score
       type: f_score
-      value: 0.9495988094
+      value: 0.9473465573
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.9233369643
+      value: 0.9248764217
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Dependencies Accuracy
       type: accuracy
-      value: 0.9233369643
+      value: 0.9248764217
 ---
 ### Details: https://spacy.io/models/de#de_core_news_md
 
@@ -63,12 +63,12 @@ German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, p
 | Feature | Description |
 | --- | --- |
 | **Name** | `de_core_news_md` |
-| **Version** | `3.1.0` |
-| **spaCy** | `>=3.1.0,<3.2.0` |
+| **Version** | `3.2.0` |
+| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
-| **Sources** | [TIGER Corpus](https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html) (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit)<br />[Tiger2Dep](https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/) (Wolfgang Seeker)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />[Lemmatization Lists](https://github.com/michmech/lemmatization-lists/) (Michal Měchura)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **Sources** | [Sprogteknologisk orddatabase over det danske sprog](https://cst.ku.dk/sto_ordbase/) (Center for Language Technology, University of Copenhagen)<br />[TIGER Corpus](https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html) (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit)<br />[Tiger2Dep](https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/) (Wolfgang Seeker)<br />[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br />[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
 | **License** | `MIT` |
 | **Author** | [Explosion](https://explosion.ai) |
 
@@ -92,16 +92,22 @@ German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, p
 
 | Type | Score |
 | --- | --- |
-| `TAG_ACC` | 97.82 |
-| `ENTS_P` | 84.21 |
-| `ENTS_R` | 83.55 |
-| `ENTS_F` | 83.88 |
-| `SENTS_P` | 95.17 |
-| `SENTS_R` | 96.00 |
-| `SENTS_F` | 94.96 |
+| `TAG_ACC` | 97.78 |
+| `SENTS_P` | 95.22 |
+| `SENTS_R` | 95.85 |
+| `SENTS_F` | 94.73 |
+| `ENTS_P` | 84.44 |
+| `ENTS_R` | 83.42 |
+| `ENTS_F` | 83.93 |
 | `TOKEN_ACC` | 99.98 |
+| `TOKEN_P` | 99.92 |
+| `TOKEN_R` | 99.90 |
+| `TOKEN_F` | 99.91 |
 | `POS_ACC` | 98.30 |
-| `MORPH_ACC` | 91.54 |
-| `LEMMA_ACC` | 73.43 |
-| `DEP_UAS` | 92.33 |
-| `DEP_LAS` | 90.42 |
+| `MORPH_ACC` | 91.59 |
+| `MORPH_MICRO_P` | 95.69 |
+| `MORPH_MICRO_R` | 95.67 |
+| `MORPH_MICRO_F` | 95.68 |
+| `DEP_UAS` | 92.49 |
+| `DEP_LAS` | 90.54 |
+| `LEMMA_ACC` | 73.43 |

accuracy.json

@@ -1,289 +1,294 @@
 {
-  "tag_acc": 0.9782476543,
-  "ents_p": 0.8421438017,
-  "ents_r": 0.8354783099,
-  "ents_f": 0.8387978142,
-  "sents_p": 0.9517039515,
-  "sents_r": 0.9600395606,
-  "sents_f": 0.9495988094,
-  "speed": 9299.4301854522,
+  "tag_acc": 0.9777721981,
+  "sents_p": 0.9521920668,
+  "sents_r": 0.9585455158,
+  "sents_f": 0.9473465573,
+  "ents_p": 0.8444181044,
+  "ents_r": 0.8342097559,
+  "ents_f": 0.8392828898,
   "ents_per_type": {
     "LOC": {
-      "p": 0.8600778394,
-      "r": 0.8732606873,
-      "f": 0.8666191325
+      "p": 0.8648655076,
+      "r": 0.870913663,
+      "f": 0.8678790482
     },
     "PER": {
-      "p": 0.8856340104,
-      "r": 0.9089963599,
-      "f": 0.8971631206
+      "p": 0.8824717657,
+      "r": 0.9087127121,
+      "f": 0.8954000233
     },
     "MISC": {
-      "p": 0.7856218939,
-      "r": 0.7203945315,
-      "f": 0.7515956754
+      "p": 0.7919607029,
+      "r": 0.7145889257,
+      "f": 0.7512880255
     },
     "ORG": {
-      "p": 0.7733354321,
-      "r": 0.7385748647,
-      "f": 0.7555555556
+      "p": 0.7719161537,
+      "r": 0.7445880938,
+      "f": 0.758005892
     }
   },
+  "speed": 9001.8802547728,
   "token_acc": 0.9998017682,
-  "pos_acc": 0.9829787234,
-  "morph_acc": 0.9153754155,
-  "lemma_acc": 0.7342764075,
-  "dep_uas": 0.9233369643,
-  "dep_las": 0.9041738033,
+  "token_p": 0.9991808044,
+  "token_r": 0.9990356034,
+  "token_f": 0.9991081986,
+  "pos_acc": 0.9829657332,
+  "morph_acc": 0.9158979781,
+  "morph_micro_p": 0.9568596472,
+  "morph_micro_r": 0.9566707125,
+  "morph_micro_f": 0.9567651705,
   "morph_per_feat": {
     "Case": {
-      "p": 0.9184590949,
-      "r": 0.920590378,
-      "f": 0.9195235015
+      "p": 0.9206212484,
+      "r": 0.9228569116,
+      "f": 0.9217377244
     },
     "Definite": {
-      "p": 0.9957844366,
-      "r": 0.9968065693,
-      "f": 0.9962952408
+      "p": 0.996352445,
+      "r": 0.9969206204,
+      "f": 0.9966364517
     },
     "Gender": {
-      "p": 0.9378081578,
-      "r": 0.9447956649,
-      "f": 0.9412889439
+      "p": 0.9377922114,
+      "r": 0.9453883495,
+      "f": 0.9415749603
     },
     "Number": {
-      "p": 0.9740277778,
-      "r": 0.974704656,
-      "f": 0.9743660993
+      "p": 0.9742604509,
+      "r": 0.9749826268,
+      "f": 0.9746214051
     },
     "PronType": {
-      "p": 0.9928466916,
-      "r": 0.9903510906,
-      "f": 0.9915973209
+      "p": 0.9930950447,
+      "r": 0.9912430066,
+      "f": 0.9921681613
     },
     "Degree": {
-      "p": 0.9814814815,
-      "r": 0.9713737127,
-      "f": 0.9764014387
+      "p": 0.9793868922,
+      "r": 0.9703264095,
+      "f": 0.9748355984
     },
     "VerbForm": {
-      "p": 0.9610431423,
-      "r": 0.9615591109,
-      "f": 0.9613010574
+      "p": 0.9592055824,
+      "r": 0.9594115752,
+      "f": 0.9593085677
     },
     "Mood": {
-      "p": 0.9692798388,
-      "r": 0.9573868347,
-      "f": 0.96329663
+      "p": 0.9684616675,
+      "r": 0.9572210247,
+      "f": 0.962808539
     },
     "Person": {
-      "p": 0.9808819425,
-      "r": 0.9708563536,
-      "f": 0.9758433986
+      "p": 0.9781123658,
+      "r": 0.9690607735,
+      "f": 0.9735655311
     },
     "Tense": {
-      "p": 0.9733917144,
-      "r": 0.9615704542,
-      "f": 0.9674449745
+      "p": 0.9708803232,
+      "r": 0.9595741141,
+      "f": 0.9651941098
     },
     "Reflex": {
-      "p": 0.9976303318,
-      "r": 0.9976303318,
-      "f": 0.9976303318
+      "p": 0.9976247031,
+      "r": 0.9952606635,
+      "f": 0.9964412811
     },
     "Poss": {
       "p": 1.0,
-      "r": 1.0,
-      "f": 1.0
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   "dep_las_per_type": {
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-      "f": 0.7947019868
+      "p": 0.7962962963,
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+      "f": 0.7984084881
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     "re": {
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-      "f": 0.7284345048
+      "p": 0.7278911565,
+      "r": 0.6369047619,
+      "f": 0.6793650794
     },
     "cm": {
-      "p": 0.8829268293,
-      "r": 0.8701923077,
-      "f": 0.8765133172
+      "p": 0.8909952607,
+      "r": 0.9038461538,
+      "f": 0.8973747017
     },
     "cc": {
-      "p": 0.7368421053,
-      "r": 0.6331658291,
-      "f": 0.6810810811
+      "p": 0.7197802198,
+      "r": 0.6582914573,
+      "f": 0.687664042
     },
     "sbp": {
-      "p": 0.850877193,
-      "r": 0.8362068966,
-      "f": 0.8434782609
+      "p": 0.7692307692,
+      "r": 0.775862069,
+      "f": 0.7725321888
     },
     "uc": {
-      "p": 0.75,
-      "r": 0.3,
-      "f": 0.4285714286
+      "p": 0.6666666667,
+      "r": 0.2666666667,
+      "f": 0.380952381
     },
     "ams": {
-      "p": 0.768115942,
-      "r": 0.7794117647,
-      "f": 0.7737226277
+      "p": 0.7647058824,
+      "r": 0.7647058824,
+      "f": 0.7647058824
     },
     "rs": {
-      "p": 0.6666666667,
-      "r": 0.3870967742,
-      "f": 0.4897959184
+      "p": 0.6923076923,
+      "r": 0.2903225806,
+      "f": 0.4090909091
     },
     "cvc": {
-      "p": 0.8,
-      "r": 0.6075949367,
-      "f": 0.690647482
+      "p": 0.8333333333,
+      "r": 0.6329113924,
+      "f": 0.7194244604
     },
     "ph": {
       "p": 1.0,
-      "r": 0.5714285714,
-      "f": 0.7272727273
+      "r": 0.4285714286,
+      "f": 0.6
     },
-    "dm": {
+    "dep": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "dep": {
+    "dm": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
@@ -304,9 +309,10 @@
       "f": 0.3636363636
     },
     "adc": {
-      "p": 1.0,
+      "p": 0.75,
       "r": 1.0,
-      "f": 1.0
+      "f": 0.8571428571
     }
-  }
+  },
+  "lemma_acc": 0.7342764075
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/de-dep-news/train.spacy"
-dev = "corpus/de-dep-news/dev.spacy"
-vectors = "corpus/de_vectors"
-raw = null
+train = null
+dev = null
+vectors = null
 init_tok2vec = null
-vocab_data = null
 
 [system]
 gpu_allocator = null
@@ -24,6 +22,7 @@ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 
 [components.attribute_ruler]
 factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
 validate = false
 
 [components.lemmatizer]
@@ -31,9 +30,13 @@ factory = "lemmatizer"
 mode = "lookup"
 model = null
 overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
 
 [components.morphologizer]
 factory = "morphologizer"
+extend = false
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
 @architectures = "spacy.Tagger.v1"
@@ -48,6 +51,7 @@ upstream = "tok2vec"
 factory = "ner"
 incorrect_spans_key = null
 moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
 update_with_oracle_cut_size = 100
 
 [components.ner.model]
@@ -65,8 +69,8 @@ nO = null
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 
 [components.ner.model.tok2vec.encode]
@@ -81,6 +85,7 @@ 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]
@@ -99,6 +104,8 @@ upstream = "tok2vec"
 
 [components.senter]
 factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
 
 [components.senter.model]
 @architectures = "spacy.Tagger.v1"
@@ -110,8 +117,8 @@ nO = null
 [components.senter.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 16
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [1000,500,500,500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
 include_static_vectors = true
 
 [components.senter.model.tok2vec.encode]
@@ -123,6 +130,8 @@ maxout_pieces = 2
 
 [components.tagger]
 factory = "tagger"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 
 [components.tagger.model]
 @architectures = "spacy.Tagger.v1"
@@ -142,8 +151,8 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 
 [components.tok2vec.model.encode]
@@ -157,27 +166,19 @@ maxout_pieces = 3
 
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
-limit = 0
-max_length = 0
-path = ${paths:dev}
+path = ${paths.dev}
 gold_preproc = false
+max_length = 0
+limit = 0
 augmenter = null
 
 [corpora.train]
 @readers = "spacy.Corpus.v1"
-path = ${paths:train}
-max_length = 5000
+path = ${paths.train}
 gold_preproc = false
+max_length = 0
 limit = 0
-
-[corpora.train.augmenter]
-@augmenters = "spacy.orth_variants.v1"
-level = 0.2
-lower = 0.5
-
-[corpora.train.augmenter.orth_variants]
-@readers = "srsly.read_json.v1"
-path = "assets/orth_variants.json"
+augmenter = null
 
 [training]
 train_corpus = "corpora.train"
@@ -208,9 +209,8 @@ compound = 1.001
 t = 0.0
 
 [training.logger]
-@loggers = "spacy.WandbLogger.v1"
-project_name = "spacy-v3.0.0a2"
-remove_config_values = []
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
 
 [training.optimizer]
 @optimizers = "Adam.v1"
@@ -224,8 +224,8 @@ eps = 0.00000001
 learn_rate = 0.001
 
 [training.score_weights]
-tag_acc = 0.05
-pos_acc = 0.05
+tag_acc = 0.06
+pos_acc = 0.06
 morph_acc = 0.05
 morph_per_feat = null
 dep_uas = 0.0
@@ -234,16 +234,17 @@ dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = 0.02
-lemma_acc = 0.33
-ents_f = 0.33
+lemma_acc = 0.5
+ents_f = 0.16
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null
+speed = 0.0
 
 [pretraining]
 
 [initialize]
-vocab_data = ${paths.vocab_data}
+vocab_data = null
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

de_core_news_md-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:dda761966d1b0de377d44c8b80e60b4a815819ed21aaf8065fd1994afea55cb4
-size 47754799
+oid sha256:b2009f1a194bd93bd9808b6045fc16a59dbdb106d4493d28fbd8503dd3dca960
+size 48819368

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"de",
   "name":"core_news_md",
-  "version":"3.1.0",
+  "version":"3.2.0",
   "description":"German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"MIT",
-  "spacy_version":">=3.1.0,<3.2.0",
-  "spacy_git_version":"caba63b74",
+  "spacy_version":">=3.2.0,<3.3.0",
+  "spacy_git_version":"bb26550e2",
   "vectors":{
     "width":300,
     "vectors":20000,
@@ -831,291 +831,296 @@
     "senter"
   ],
   "performance":{
-    "tag_acc":0.9782476543,
-    "ents_p":0.8421438017,
-    "ents_r":0.8354783099,
-    "ents_f":0.8387978142,
-    "sents_p":0.9517039515,
-    "sents_r":0.9600395606,
-    "sents_f":0.9495988094,
-    "speed":9299.4301854522,
+    "tag_acc":0.9777721981,
+    "sents_p":0.9521920668,
+    "sents_r":0.9585455158,
+    "sents_f":0.9473465573,
+    "ents_p":0.8444181044,
+    "ents_r":0.8342097559,
+    "ents_f":0.8392828898,
     "ents_per_type":{
       "LOC":{
-        "p":0.8600778394,
-        "r":0.8732606873,
-        "f":0.8666191325
+        "p":0.8648655076,
+        "r":0.870913663,
+        "f":0.8678790482
       },
       "PER":{
-        "p":0.8856340104,
-        "r":0.9089963599,
-        "f":0.8971631206
+        "p":0.8824717657,
+        "r":0.9087127121,
+        "f":0.8954000233
       },
       "MISC":{
-        "p":0.7856218939,
-        "r":0.7203945315,
-        "f":0.7515956754
+        "p":0.7919607029,
+        "r":0.7145889257,
+        "f":0.7512880255
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       "ORG":{
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-        "f":0.7555555556
+        "p":0.7719161537,
+        "r":0.7445880938,
+        "f":0.758005892
       }
     },
+    "speed":9001.8802547728,
     "token_acc":0.9998017682,
-    "pos_acc":0.9829787234,
-    "morph_acc":0.9153754155,
-    "lemma_acc":0.7342764075,
-    "dep_uas":0.9233369643,
-    "dep_las":0.9041738033,
+    "token_p":0.9991808044,
+    "token_r":0.9990356034,
+    "token_f":0.9991081986,
+    "pos_acc":0.9829657332,
+    "morph_acc":0.9158979781,
+    "morph_micro_p":0.9568596472,
+    "morph_micro_r":0.9566707125,
+    "morph_micro_f":0.9567651705,
     "morph_per_feat":{
       "Case":{
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+        "p":0.9206212484,
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+        "p":0.996352445,
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+        "p":0.9377922114,
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+        "p":0.9742604509,
+        "r":0.9749826268,
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       "PronType":{
-        "p":0.9928466916,
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-        "f":0.9915973209
+        "p":0.9930950447,
+        "r":0.9912430066,
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+        "p":0.9793868922,
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+        "p":0.9592055824,
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       "Mood":{
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+        "p":0.9781123658,
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+        "p":0.9708803232,
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+    "dep_las":0.9053893655,
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morphologizer/cfg

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tokenizer

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