Update spaCy pipeline

LICENSES_SOURCES

@@ -450,557 +450,6 @@ Creative Commons may be contacted at creativecommons.org.
 
 
 
-# Lemmatization Lists
-
-* Author: Michal Měchura
-* URL: https://github.com/michmech/lemmatization-lists/
-* License: ODbL
-
-```
-## ODC Open Database License (ODbL)
-
-### Preamble
-
-The Open Database License (ODbL) is a license agreement intended to
-allow users to freely share, modify, and use this Database while
-maintaining this same freedom for others. Many databases are covered by
-copyright, and therefore this document licenses these rights. Some
-jurisdictions, mainly in the European Union, have specific rights that
-cover databases, and so the ODbL addresses these rights, too. Finally,
-the ODbL is also an agreement in contract for users of this Database to
-act in certain ways in return for accessing this Database.
-
-Databases can contain a wide variety of types of content (images,
-audiovisual material, and sounds all in the same database, for example),
-and so the ODbL only governs the rights over the Database, and not the
-contents of the Database individually. Licensors should use the ODbL
-together with another license for the contents, if the contents have a
-single set of rights that uniformly covers all of the contents. If the
-contents have multiple sets of different rights, Licensors should
-describe what rights govern what contents together in the individual
-record or in some other way that clarifies what rights apply. 
-
-Sometimes the contents of a database, or the database itself, can be
-covered by other rights not addressed here (such as private contracts,
-trade mark over the name, or privacy rights / data protection rights
-over information in the contents), and so you are advised that you may
-have to consult other documents or clear other rights before doing
-activities not covered by this License.
-
-------
-
-The Licensor (as defined below) 
-
-and 
-
-You (as defined below) 
-
-agree as follows: 
-
-### 1.0 Definitions of Capitalised Words
-
-"Collective Database" – Means this Database in unmodified form as part
-of a collection of independent databases in themselves that together are
-assembled into a collective whole. A work that constitutes a Collective
-Database will not be considered a Derivative Database.
-
-"Convey" – As a verb, means Using the Database, a Derivative Database,
-or the Database as part of a Collective Database in any way that enables
-a Person to make or receive copies of the Database or a Derivative
-Database.  Conveying does not include interaction with a user through a
-computer network, or creating and Using a Produced Work, where no
-transfer of a copy of the Database or a Derivative Database occurs.
-"Contents" – The contents of this Database, which includes the
-information, independent works, or other material collected into the
-Database. For example, the contents of the Database could be factual
-data or works such as images, audiovisual material, text, or sounds.
-
-"Database" – A collection of material (the Contents) arranged in a
-systematic or methodical way and individually accessible by electronic
-or other means offered under the terms of this License.
-
-"Database Directive" – Means Directive 96/9/EC of the European
-Parliament and of the Council of 11 March 1996 on the legal protection
-of databases, as amended or succeeded.
-
-"Database Right" – Means rights resulting from the Chapter III ("sui
-generis") rights in the Database Directive (as amended and as transposed
-by member states), which includes the Extraction and Re-utilisation of
-the whole or a Substantial part of the Contents, as well as any similar
-rights available in the relevant jurisdiction under Section 10.4. 
-
-"Derivative Database" – Means a database based upon the Database, and
-includes any translation, adaptation, arrangement, modification, or any
-other alteration of the Database or of a Substantial part of the
-Contents. This includes, but is not limited to, Extracting or
-Re-utilising the whole or a Substantial part of the Contents in a new
-Database.
-
-"Extraction" – Means the permanent or temporary transfer of all or a
-Substantial part of the Contents to another medium by any means or in
-any form.
-
-"License" – Means this license agreement and is both a license of rights
-such as copyright and Database Rights and an agreement in contract.
-
-"Licensor" – Means the Person that offers the Database under the terms
-of this License. 
-
-"Person" – Means a natural or legal person or a body of persons
-corporate or incorporate.
-
-"Produced Work" –  a work (such as an image, audiovisual material, text,
-or sounds) resulting from using the whole or a Substantial part of the
-Contents (via a search or other query) from this Database, a Derivative
-Database, or this Database as part of a Collective Database.  
-
-"Publicly" – means to Persons other than You or under Your control by
-either more than 50% ownership or by the power to direct their
-activities (such as contracting with an independent consultant). 
-
-"Re-utilisation" – means any form of making available to the public all
-or a Substantial part of the Contents by the distribution of copies, by
-renting, by online or other forms of transmission.
-
-"Substantial" – Means substantial in terms of quantity or quality or a
-combination of both. The repeated and systematic Extraction or
-Re-utilisation of insubstantial parts of the Contents may amount to the
-Extraction or Re-utilisation of a Substantial part of the Contents.
-
-"Use" – As a verb, means doing any act that is restricted by copyright
-or Database Rights whether in the original medium or any other; and
-includes without limitation distributing, copying, publicly performing,
-publicly displaying, and preparing derivative works of the Database, as
-well as modifying the Database as may be technically necessary to use it
-in a different mode or format. 
-
-"You" – Means a Person exercising rights under this License who has not
-previously violated the terms of this License with respect to the
-Database, or who has received express permission from the Licensor to
-exercise rights under this License despite a previous violation.
-
-Words in the singular include the plural and vice versa.
-
-### 2.0 What this License covers
-
-2.1. Legal effect of this document. This License is:
-
-  a. A license of applicable copyright and neighbouring rights;
-
-  b. A license of the Database Right; and
-
-  c. An agreement in contract between You and the Licensor.
-
-2.2 Legal rights covered. This License covers the legal rights in the
-Database, including:
-
-  a. Copyright. Any copyright or neighbouring rights in the Database.
-  The copyright licensed includes any individual elements of the
-  Database, but does not cover the copyright over the Contents
-  independent of this Database. See Section 2.4 for details. Copyright
-  law varies between jurisdictions, but is likely to cover: the Database
-  model or schema, which is the structure, arrangement, and organisation
-  of the Database, and can also include the Database tables and table
-  indexes; the data entry and output sheets; and the Field names of
-  Contents stored in the Database;
-
-  b. Database Rights. Database Rights only extend to the Extraction and
-  Re-utilisation of the whole or a Substantial part of the Contents.
-  Database Rights can apply even when there is no copyright over the
-  Database. Database Rights can also apply when the Contents are removed
-  from the Database and are selected and arranged in a way that would
-  not infringe any applicable copyright; and
-
-  c. Contract. This is an agreement between You and the Licensor for
-  access to the Database. In return you agree to certain conditions of
-  use on this access as outlined in this License. 
-
-2.3 Rights not covered. 
-
-  a. This License does not apply to computer programs used in the making
-  or operation of the Database; 
-
-  b. This License does not cover any patents over the Contents or the
-  Database; and
-
-  c. This License does not cover any trademarks associated with the
-  Database. 
-
-2.4 Relationship to Contents in the Database. The individual items of
-the Contents contained in this Database may be covered by other rights,
-including copyright, patent, data protection, privacy, or personality
-rights, and this License does not cover any rights (other than Database
-Rights or in contract) in individual Contents contained in the Database.
-For example, if used on a Database of images (the Contents), this
-License would not apply to copyright over individual images, which could
-have their own separate licenses, or one single license covering all of
-the rights over the images.  
-
-### 3.0 Rights granted
-
-3.1 Subject to the terms and conditions of this License, the Licensor
-grants to You a worldwide, royalty-free, non-exclusive, terminable (but
-only under Section 9) license to Use the Database for the duration of
-any applicable copyright and Database Rights. These rights explicitly
-include commercial use, and do not exclude any field of endeavour. To
-the extent possible in the relevant jurisdiction, these rights may be
-exercised in all media and formats whether now known or created in the
-future. 
-
-The rights granted cover, for example:
-
-  a. Extraction and Re-utilisation of the whole or a Substantial part of
-  the Contents;
-
-  b. Creation of Derivative Databases;
-
-  c. Creation of Collective Databases;
-
-  d. Creation of temporary or permanent reproductions by any means and
-  in any form, in whole or in part, including of any Derivative
-  Databases or as a part of Collective Databases; and
-
-  e. Distribution, communication, display, lending, making available, or
-  performance to the public by any means and in any form, in whole or in
-  part, including of any Derivative Database or as a part of Collective
-  Databases.
-
-3.2 Compulsory license schemes. For the avoidance of doubt:
-
-  a. Non-waivable compulsory license schemes. In those jurisdictions in
-  which the right to collect royalties through any statutory or
-  compulsory licensing scheme cannot be waived, the Licensor reserves
-  the exclusive right to collect such royalties for any exercise by You
-  of the rights granted under this License;
-
-  b. Waivable compulsory license schemes. In those jurisdictions in
-  which the right to collect royalties through any statutory or
-  compulsory licensing scheme can be waived, the Licensor waives the
-  exclusive right to collect such royalties for any exercise by You of
-  the rights granted under this License; and,
-
-  c. Voluntary license schemes. The Licensor waives the right to collect
-  royalties, whether individually or, in the event that the Licensor is
-  a member of a collecting society that administers voluntary licensing
-  schemes, via that society, from any exercise by You of the rights
-  granted under this License.
-
-3.3 The right to release the Database under different terms, or to stop
-distributing or making available the Database, is reserved. Note that
-this Database may be multiple-licensed, and so You may have the choice
-of using alternative licenses for this Database. Subject to Section
-10.4, all other rights not expressly granted by Licensor are reserved.
-
-### 4.0 Conditions of Use
-
-4.1 The rights granted in Section 3 above are expressly made subject to
-Your complying with the following conditions of use. These are important
-conditions of this License, and if You fail to follow them, You will be
-in material breach of its terms.
-
-4.2 Notices. If You Publicly Convey this Database, any Derivative
-Database, or the Database as part of a Collective Database, then You
-must: 
-
-  a. Do so only under the terms of this License or another license
-  permitted under Section 4.4;
-
-  b. Include a copy of this License (or, as applicable, a license
-  permitted under Section 4.4) or its Uniform Resource Identifier (URI)
-  with the Database or Derivative Database, including both in the
-  Database or Derivative Database and in any relevant documentation; and
-
-  c. Keep intact any copyright or Database Right notices and notices
-  that refer to this License.
-
-  d. If it is not possible to put the required notices in a particular
-  file due to its structure, then You must include the notices in a
-  location (such as a relevant directory) where users would be likely to
-  look for it.
-
-4.3 Notice for using output (Contents). Creating and Using a Produced
-Work does not require the notice in Section 4.2. However, if you
-Publicly Use a Produced Work, You must include a notice associated with
-the Produced Work reasonably calculated to make any Person that uses,
-views, accesses, interacts with, or is otherwise exposed to the Produced
-Work aware that Content was obtained from the Database, Derivative
-Database, or the Database as part of a Collective Database, and that it
-is available under this License.
-
-  a. Example notice. The following text will satisfy notice under
-  Section 4.3:
-
-        Contains information from DATABASE NAME, which is made available
-        here under the Open Database License (ODbL).
-
-DATABASE NAME should be replaced with the name of the Database and a
-hyperlink to the URI of the Database. "Open Database License" should
-contain a hyperlink to the URI of the text of this License. If
-hyperlinks are not possible, You should include the plain text of the
-required URI's with the above notice.
- 
-4.4 Share alike. 
-
-  a. Any Derivative Database that You Publicly Use must be only under
-  the terms of: 
-
-    i. This License;
-
-    ii. A later version of this License similar in spirit to this
-      License; or
-
-    iii. A compatible license. 
-
-  If You license the Derivative Database under one of the licenses
-  mentioned in (iii), You must comply with the terms of that license. 
-
-  b. For the avoidance of doubt, Extraction or Re-utilisation of the
-  whole or a Substantial part of the Contents into a new database is a
-  Derivative Database and must comply with Section 4.4. 
-
-  c. Derivative Databases and Produced Works.  A Derivative Database is
-  Publicly Used and so must comply with Section 4.4. if a Produced Work
-  created from the Derivative Database is Publicly Used.
-
-  d. Share Alike and additional Contents. For the avoidance of doubt,
-  You must not add Contents to Derivative Databases under Section 4.4 a
-  that are incompatible with the rights granted under this License. 
-
-  e. Compatible licenses. Licensors may authorise a proxy to determine
-  compatible licenses under Section 4.4 a iii. If they do so, the
-  authorised proxy's public statement of acceptance of a compatible
-  license grants You permission to use the compatible license.
-
-
-4.5 Limits of Share Alike.  The requirements of Section 4.4 do not apply
-in the following:
-
-  a. For the avoidance of doubt, You are not required to license
-  Collective Databases under this License if You incorporate this
-  Database or a Derivative Database in the collection, but this License
-  still applies to this Database or a Derivative Database as a part of
-  the Collective Database; 
-
-  b. Using this Database, a Derivative Database, or this Database as
-  part of a Collective Database to create a Produced Work does not
-  create a Derivative Database for purposes of  Section 4.4; and
-
-  c. Use of a Derivative Database internally within an organisation is
-  not to the public and therefore does not fall under the requirements
-  of Section 4.4.
-
-4.6 Access to Derivative Databases. If You Publicly Use a Derivative
-Database or a Produced Work from a Derivative Database, You must also
-offer to recipients of the Derivative Database or Produced Work a copy
-in a machine readable form of:
-
-  a. The entire Derivative Database; or
-
-  b. A file containing all of the alterations made to the Database or
-  the method of making the alterations to the Database (such as an
-  algorithm), including any additional Contents, that make up all the
-  differences between the Database and the Derivative Database.
-
-The Derivative Database (under a.) or alteration file (under b.) must be
-available at no more than a reasonable production cost for physical
-distributions and free of charge if distributed over the internet.
-
-4.7 Technological measures and additional terms
-
-  a. This License does not allow You to impose (except subject to
-  Section 4.7 b.)  any terms or any technological measures on the
-  Database, a Derivative Database, or the whole or a Substantial part of
-  the Contents that alter or restrict the terms of this License, or any
-  rights granted under it, or have the effect or intent of restricting
-  the ability of any person to exercise those rights.
-
-  b. Parallel distribution. You may impose terms or technological
-  measures on the Database, a Derivative Database, or the whole or a
-  Substantial part of the Contents (a "Restricted Database") in
-  contravention of Section 4.74 a. only if You also make a copy of the
-  Database or a Derivative Database available to the recipient of the
-  Restricted Database:
-
-    i. That is available without additional fee;
-
-    ii. That is available in a medium that does not alter or restrict
-    the terms of this License, or any rights granted under it, or have
-    the effect or intent of restricting the ability of any person to
-    exercise those rights (an "Unrestricted Database"); and
-
-    iii. The Unrestricted Database is at least as accessible to the
-    recipient as a practical matter as the Restricted Database.
-
-  c. For the avoidance of doubt, You may place this Database or a
-  Derivative Database in an authenticated environment, behind a
-  password, or within a similar access control scheme provided that You
-  do not alter or restrict the terms of this License or any rights
-  granted under it or have the effect or intent of restricting the
-  ability of any person to exercise those rights. 
-
-4.8 Licensing of others. You may not sublicense the Database. Each time
-You communicate the Database, the whole or Substantial part of the
-Contents, or any Derivative Database to anyone else in any way, the
-Licensor offers to the recipient a license to the Database on the same
-terms and conditions as this License. You are not responsible for
-enforcing compliance by third parties with this License, but You may
-enforce any rights that You have over a Derivative Database. You are
-solely responsible for any modifications of a Derivative Database made
-by You or another Person at Your direction. You may not impose any
-further restrictions on the exercise of the rights granted or affirmed
-under this License.
-
-### 5.0 Moral rights
-
-5.1 Moral rights. This section covers moral rights, including any rights
-to be identified as the author of the Database or to object to treatment
-that would otherwise prejudice the author's honour and reputation, or
-any other derogatory treatment:
-
-  a. For jurisdictions allowing waiver of moral rights, Licensor waives
-  all moral rights that Licensor may have in the Database to the fullest
-  extent possible by the law of the relevant jurisdiction under Section
-  10.4; 
-
-  b. If waiver of moral rights under Section 5.1 a in the relevant
-  jurisdiction is not possible, Licensor agrees not to assert any moral
-  rights over the Database and waives all claims in moral rights to the
-  fullest extent possible by the law of the relevant jurisdiction under
-  Section 10.4; and
-
-  c. For jurisdictions not allowing waiver or an agreement not to assert
-  moral rights under Section 5.1 a and b, the author may retain their
-  moral rights over certain aspects of the Database.
-
-Please note that some jurisdictions do not allow for the waiver of moral
-rights, and so moral rights may still subsist over the Database in some
-jurisdictions.
-
-### 6.0 Fair dealing, Database exceptions, and other rights not affected 
-
-6.1 This License does not affect any rights that You or anyone else may
-independently have under any applicable law to make any use of this
-Database, including without limitation:
-
-  a. Exceptions to the Database Right including: Extraction of Contents
-  from non-electronic Databases for private purposes, Extraction for
-  purposes of illustration for teaching or scientific research, and
-  Extraction or Re-utilisation for public security or an administrative
-  or judicial procedure. 
-
-  b. Fair dealing, fair use, or any other legally recognised limitation
-  or exception to infringement of copyright or other applicable laws. 
-
-6.2 This License does not affect any rights of lawful users to Extract
-and Re-utilise insubstantial parts of the Contents, evaluated
-quantitatively or qualitatively, for any purposes whatsoever, including
-creating a Derivative Database (subject to other rights over the
-Contents, see Section 2.4). The repeated and systematic Extraction or
-Re-utilisation of insubstantial parts of the Contents may however amount
-to the Extraction or Re-utilisation of a Substantial part of the
-Contents.
-
-### 7.0 Warranties and Disclaimer
-
-7.1 The Database is licensed by the Licensor "as is" and without any
-warranty of any kind, either express, implied, or arising by statute,
-custom, course of dealing, or trade usage. Licensor specifically
-disclaims any and all implied warranties or conditions of title,
-non-infringement, accuracy or completeness, the presence or absence of
-errors, fitness for a particular purpose, merchantability, or otherwise.
-Some jurisdictions do not allow the exclusion of implied warranties, so
-this exclusion may not apply to You.
-
-### 8.0 Limitation of liability
-
-8.1 Subject to any liability that may not be excluded or limited by law,
-the Licensor is not liable for, and expressly excludes, all liability
-for loss or damage however and whenever caused to anyone by any use
-under this License, whether by You or by anyone else, and whether caused
-by any fault on the part of the Licensor or not. This exclusion of
-liability includes, but is not limited to, any special, incidental,
-consequential, punitive, or exemplary damages such as loss of revenue,
-data, anticipated profits, and lost business. This exclusion applies
-even if the Licensor has been advised of the possibility of such
-damages.
-
-8.2 If liability may not be excluded by law, it is limited to actual and
-direct financial loss to the extent it is caused by proved negligence on
-the part of the Licensor.
-
-### 9.0 Termination of Your rights under this License
-
-9.1 Any breach by You of the terms and conditions of this License
-automatically terminates this License with immediate effect and without
-notice to You. For the avoidance of doubt, Persons who have received the
-Database, the whole or a Substantial part of the Contents, Derivative
-Databases, or the Database as part of a Collective Database from You
-under this License will not have their licenses terminated provided
-their use is in full compliance with this License or a license granted
-under Section 4.8 of this License.  Sections 1, 2, 7, 8, 9 and 10 will
-survive any termination of this License.
-
-9.2 If You are not in breach of the terms of this License, the Licensor
-will not terminate Your rights under it. 
-
-9.3 Unless terminated under Section 9.1, this License is granted to You
-for the duration of applicable rights in the Database. 
-
-9.4 Reinstatement of rights. If you cease any breach of the terms and
-conditions of this License, then your full rights under this License
-will be reinstated:
-
-  a. Provisionally and subject to permanent termination until the 60th
-  day after cessation of breach; 
-
-  b. Permanently on the 60th day after cessation of breach unless
-  otherwise reasonably notified by the Licensor; or
-
-  c.  Permanently if reasonably notified by the Licensor of the
-  violation, this is the first time You have received notice of
-  violation of this License from  the Licensor, and You cure the
-  violation prior to 30 days after your receipt of the notice.
-
-Persons subject to permanent termination of rights are not eligible to
-be a recipient and receive a license under Section 4.8.
-
-9.5 Notwithstanding the above, Licensor reserves the right to release
-the Database under different license terms or to stop distributing or
-making available the Database. Releasing the Database under different
-license terms or stopping the distribution of the Database will not
-withdraw this License (or any other license that has been, or is
-required to be, granted under the terms of this License), and this
-License will continue in full force and effect unless terminated as
-stated above.
-
-### 10.0 General
-
-10.1 If any provision of this License is held to be invalid or
-unenforceable, that must not affect the validity or enforceability of
-the remainder of the terms and conditions of this License and each
-remaining provision of this License shall be valid and enforced to the
-fullest extent permitted by law. 
-
-10.2 This License is the entire agreement between the parties with
-respect to the rights granted here over the Database. It replaces any
-earlier understandings, agreements or representations with respect to
-the Database. 
-
-10.3 If You are in breach of the terms of this License, You will not be
-entitled to rely on the terms of this License or to complain of any
-breach by the Licensor. 
-
-10.4 Choice of law. This License takes effect in and will be governed by
-the laws of the relevant jurisdiction in which the License terms are
-sought to be enforced. If the standard suite of rights granted under
-applicable copyright law and Database Rights in the relevant
-jurisdiction includes additional rights not granted under this License,
-these additional rights are granted in this License in order to meet the
-terms of this License.```
-
-
-
-
 # Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)
 
 * Author: Explosion

accuracy.json

@@ -3,311 +3,155 @@
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-  "pos_acc": 0.9496907038,
-  "morph_acc": 0.8704416663,
-  "morph_micro_p": 0.9129765114,
-  "morph_micro_r": 0.9070390207,
-  "morph_micro_f": 0.909998081,
+  "pos_acc": 0.9468766223,
+  "morph_acc": 0.8705658418,
+  "morph_micro_p": 0.9154675098,
+  "morph_micro_r": 0.9045524101,
+  "morph_micro_f": 0.9099772297,
   "morph_per_feat": {
     "Case": {
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       "r": 0.924287119,
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     },
     "Gender": {
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     "Number": {
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     "Definite": {
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     "Degree": {
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     "Polarity": {
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     "Tense": {
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     },
     "VerbForm": {
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+      "p": 0.9033134166,
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     "Voice": {
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     "PronType": {
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     "Aspect": {
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     "Hyph": {
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     "Reflex": {
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     "Mood": {
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     "Person": {
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     "AdpType": {
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     "Abbr": {
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     "Foreign": {
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+  },
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+  "sents_p": 0.8447712418,
+  "sents_r": 0.8379254457,
+  "sents_f": 0.8413344182,
+  "dep_uas": 0.7353933769,
+  "dep_las": 0.6609365113,
+  "dep_las_per_type": {},
+  "lemma_acc": 0.8484193228,
+  "ents_p": 0.7557354926,
+  "ents_r": 0.8404202101,
+  "ents_f": 0.7958313595,
+  "ents_per_type": {
+    "ORG": {
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+      "r": 0.7625570776,
+      "f": 0.7268770403
+    },
+    "TIME": {
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+      "r": 0.7909090909,
+      "f": 0.7581699346
+    },
+    "LOC": {
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+      "r": 0.7554179567,
+      "f": 0.7338345865
+    },
+    "PRODUCT": {
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+      "r": 0.5714285714,
+      "f": 0.4585987261
+    },
+    "GPE": {
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+      "r": 0.9654320988,
+      "f": 0.8537117904
+    },
+    "PERSON": {
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+      "r": 0.9109090909,
+      "f": 0.9059674503
     }
   },
-  "tag_acc": 0.8630012545,
-  "lemma_acc": 0.7106344332
+  "speed": 9529.4689235955
 }

config.cfg

@@ -10,7 +10,7 @@ seed = 0
 
 [nlp]
 lang = "lt"
-pipeline = ["tok2vec","morphologizer","tagger","parser","senter","attribute_ruler","lemmatizer","ner"]
+pipeline = ["tok2vec","morphologizer","tagger","parser","lemmatizer","senter","attribute_ruler","ner"]
 disabled = ["senter"]
 before_creation = null
 after_creation = null
@@ -26,11 +26,22 @@ scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
 validate = false
 
 [components.lemmatizer]
-factory = "lemmatizer"
-mode = "lookup"
-model = null
+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"
@@ -39,8 +50,9 @@ overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
@@ -70,7 +82,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 
 [components.ner.model.tok2vec.encode]
@@ -108,8 +120,9 @@ overwrite = false
 scorer = {"@scorers":"spacy.senter_scorer.v1"}
 
 [components.senter.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.senter.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
@@ -130,12 +143,14 @@ maxout_pieces = 2
 
 [components.tagger]
 factory = "tagger"
+neg_prefix = "!"
 overwrite = false
 scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 
 [components.tagger.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.tagger.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
@@ -152,7 +167,7 @@ factory = "tok2vec"
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 
 [components.tok2vec.model.encode]
@@ -189,7 +204,7 @@ dropout = 0.1
 accumulate_gradient = 1
 patience = 5000
 max_epochs = 0
-max_steps = 0
+max_steps = 100000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null
@@ -224,18 +239,18 @@ eps = 0.00000001
 learn_rate = 0.001
 
 [training.score_weights]
-pos_acc = 0.06
-morph_acc = 0.05
+pos_acc = 0.1
+morph_acc = 0.09
 morph_per_feat = null
-tag_acc = 0.06
+tag_acc = 0.1
 dep_uas = 0.0
-dep_las = 0.16
+dep_las = 0.29
 dep_las_per_type = null
 sents_p = null
 sents_r = null
-sents_f = 0.02
-lemma_acc = 0.5
-ents_f = 0.16
+sents_f = 0.04
+lemma_acc = 0.1
+ents_f = 0.29
 ents_p = 0.0
 ents_r = 0.0
 ents_per_type = null
@@ -252,6 +267,13 @@ 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]

lemmatizer/cfg

@@ -0,0 +1,730 @@
+{
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parser/moves

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-��moves�{"0":{"":28104},"1":{"":17226},"2":{"nmod":6084,"punct":4288,"amod":2596,"cc":2052,"nsubj":1695,"case":1461,"advmod":1421,"obl:arg":1418,"mark":942,"acl":918,"nummod":864,"obl":855,"advmod:emph":848,"det":647,"cop":430,"obj":344,"advcl":315,"parataxis":230,"csubj":205,"nsubj:pass":172,"obl:arg||xcomp":65,"obj||xcomp":43,"dep":0},"3":{"punct":4436,"conj":3621,"obl:arg":1706,"obj":1332,"obl":958,"nmod":947,"xcomp":698,"nsubj":518,"advcl":498,"acl":415,"ccomp":257,"acl:relcl":232,"advmod":231,"parataxis":193,"flat":191,"nsubj:pass":188,"nummod":143,"appos":125,"csubj":111,"cc":58,"dep":56,"amod":50,"advmod:emph":42},"4":{"ROOT":2341}}�cfg��neg_key�
+��moves�{"0":{"":28122},"1":{"":17180},"2":{"nmod":6082,"punct":4310,"amod":2596,"cc":2050,"nsubj":1695,"case":1462,"obl:arg":1419,"advmod":1419,"mark":942,"acl":918,"nummod":863,"obl":856,"advmod:emph":848,"det":647,"cop":430,"obj":344,"advcl":315,"parataxis":230,"csubj":205,"nsubj:pass":172,"obl:arg||xcomp":65,"obj||xcomp":43,"dep":0},"3":{"punct":4446,"conj":3626,"obl:arg":1705,"obj":1332,"obl":953,"nmod":946,"xcomp":698,"nsubj":518,"advcl":498,"acl":415,"ccomp":257,"acl:relcl":232,"advmod":231,"flat":189,"nsubj:pass":188,"parataxis":166,"appos":125,"nummod":123,"csubj":111,"cc":58,"dep":56,"amod":50,"advmod:emph":42},"4":{"ROOT":2341}}�cfg��neg_key�

senter/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e79f02335fb775e67135c5642b80043770b5223816ef27ad8f605cbd98108c90
-size 219901
+oid sha256:509f37b3a36e27bb00e79d9649f72dd8e885cab42104f198eed028ae3c5cc02f
+size 219953

tagger/cfg

@@ -734,5 +734,6 @@
     "\u012fv.\u012fvard\u017e.mot.vns.K.",
     "\u012fv.\u012fvard\u017e.mot.vns.V."
   ],
+  "neg_prefix":"!",
   "overwrite":false
 }

tagger/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:66c8bfffe32a350650f21e0926a70bed61ddb63ea350b6a2a48c7f1dafa8c2fc
-size 284794
+oid sha256:9407ac1674f6a9dd5f68a53f01f2ffaa6af9866425e3e1a7b88ffa700a548db2
+size 284846

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:09cd870ac5c948696a7b6273d16eea5cbc0117d4c9ef8090817e777acec966bf
-size 6960804
+oid sha256:bfaeecc121a248602b8da3d26d430cf0f45aeb1483c7cecdc8c1c0f0c53c6aca
+size 6365604

tokenizer

@@ -1,3 +1,3 @@
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