EC2 Default User commited on
Commit
2523892
1 Parent(s): 3ba7d0f

Update spaCy pipeline

Browse files
LICENSES_SOURCES CHANGED
@@ -1,554 +1,3 @@
1
- # Lemmatization Lists
2
-
3
- * Author: Michal Měchura
4
- * URL: https://github.com/michmech/lemmatization-lists/
5
- * License: ODbL
6
-
7
- ```
8
- ## ODC Open Database License (ODbL)
9
-
10
- ### Preamble
11
-
12
- The Open Database License (ODbL) is a license agreement intended to
13
- allow users to freely share, modify, and use this Database while
14
- maintaining this same freedom for others. Many databases are covered by
15
- copyright, and therefore this document licenses these rights. Some
16
- jurisdictions, mainly in the European Union, have specific rights that
17
- cover databases, and so the ODbL addresses these rights, too. Finally,
18
- the ODbL is also an agreement in contract for users of this Database to
19
- act in certain ways in return for accessing this Database.
20
-
21
- Databases can contain a wide variety of types of content (images,
22
- audiovisual material, and sounds all in the same database, for example),
23
- and so the ODbL only governs the rights over the Database, and not the
24
- contents of the Database individually. Licensors should use the ODbL
25
- together with another license for the contents, if the contents have a
26
- single set of rights that uniformly covers all of the contents. If the
27
- contents have multiple sets of different rights, Licensors should
28
- describe what rights govern what contents together in the individual
29
- record or in some other way that clarifies what rights apply.
30
-
31
- Sometimes the contents of a database, or the database itself, can be
32
- covered by other rights not addressed here (such as private contracts,
33
- trade mark over the name, or privacy rights / data protection rights
34
- over information in the contents), and so you are advised that you may
35
- have to consult other documents or clear other rights before doing
36
- activities not covered by this License.
37
-
38
- ------
39
-
40
- The Licensor (as defined below)
41
-
42
- and
43
-
44
- You (as defined below)
45
-
46
- agree as follows:
47
-
48
- ### 1.0 Definitions of Capitalised Words
49
-
50
- "Collective Database" – Means this Database in unmodified form as part
51
- of a collection of independent databases in themselves that together are
52
- assembled into a collective whole. A work that constitutes a Collective
53
- Database will not be considered a Derivative Database.
54
-
55
- "Convey" – As a verb, means Using the Database, a Derivative Database,
56
- or the Database as part of a Collective Database in any way that enables
57
- a Person to make or receive copies of the Database or a Derivative
58
- Database. Conveying does not include interaction with a user through a
59
- computer network, or creating and Using a Produced Work, where no
60
- transfer of a copy of the Database or a Derivative Database occurs.
61
- "Contents" – The contents of this Database, which includes the
62
- information, independent works, or other material collected into the
63
- Database. For example, the contents of the Database could be factual
64
- data or works such as images, audiovisual material, text, or sounds.
65
-
66
- "Database" – A collection of material (the Contents) arranged in a
67
- systematic or methodical way and individually accessible by electronic
68
- or other means offered under the terms of this License.
69
-
70
- "Database Directive" – Means Directive 96/9/EC of the European
71
- Parliament and of the Council of 11 March 1996 on the legal protection
72
- of databases, as amended or succeeded.
73
-
74
- "Database Right" – Means rights resulting from the Chapter III ("sui
75
- generis") rights in the Database Directive (as amended and as transposed
76
- by member states), which includes the Extraction and Re-utilisation of
77
- the whole or a Substantial part of the Contents, as well as any similar
78
- rights available in the relevant jurisdiction under Section 10.4.
79
-
80
- "Derivative Database" – Means a database based upon the Database, and
81
- includes any translation, adaptation, arrangement, modification, or any
82
- other alteration of the Database or of a Substantial part of the
83
- Contents. This includes, but is not limited to, Extracting or
84
- Re-utilising the whole or a Substantial part of the Contents in a new
85
- Database.
86
-
87
- "Extraction" – Means the permanent or temporary transfer of all or a
88
- Substantial part of the Contents to another medium by any means or in
89
- any form.
90
-
91
- "License" – Means this license agreement and is both a license of rights
92
- such as copyright and Database Rights and an agreement in contract.
93
-
94
- "Licensor" – Means the Person that offers the Database under the terms
95
- of this License.
96
-
97
- "Person" – Means a natural or legal person or a body of persons
98
- corporate or incorporate.
99
-
100
- "Produced Work" – a work (such as an image, audiovisual material, text,
101
- or sounds) resulting from using the whole or a Substantial part of the
102
- Contents (via a search or other query) from this Database, a Derivative
103
- Database, or this Database as part of a Collective Database.
104
-
105
- "Publicly" – means to Persons other than You or under Your control by
106
- either more than 50% ownership or by the power to direct their
107
- activities (such as contracting with an independent consultant).
108
-
109
- "Re-utilisation" – means any form of making available to the public all
110
- or a Substantial part of the Contents by the distribution of copies, by
111
- renting, by online or other forms of transmission.
112
-
113
- "Substantial" – Means substantial in terms of quantity or quality or a
114
- combination of both. The repeated and systematic Extraction or
115
- Re-utilisation of insubstantial parts of the Contents may amount to the
116
- Extraction or Re-utilisation of a Substantial part of the Contents.
117
-
118
- "Use" – As a verb, means doing any act that is restricted by copyright
119
- or Database Rights whether in the original medium or any other; and
120
- includes without limitation distributing, copying, publicly performing,
121
- publicly displaying, and preparing derivative works of the Database, as
122
- well as modifying the Database as may be technically necessary to use it
123
- in a different mode or format.
124
-
125
- "You" – Means a Person exercising rights under this License who has not
126
- previously violated the terms of this License with respect to the
127
- Database, or who has received express permission from the Licensor to
128
- exercise rights under this License despite a previous violation.
129
-
130
- Words in the singular include the plural and vice versa.
131
-
132
- ### 2.0 What this License covers
133
-
134
- 2.1. Legal effect of this document. This License is:
135
-
136
- a. A license of applicable copyright and neighbouring rights;
137
-
138
- b. A license of the Database Right; and
139
-
140
- c. An agreement in contract between You and the Licensor.
141
-
142
- 2.2 Legal rights covered. This License covers the legal rights in the
143
- Database, including:
144
-
145
- a. Copyright. Any copyright or neighbouring rights in the Database.
146
- The copyright licensed includes any individual elements of the
147
- Database, but does not cover the copyright over the Contents
148
- independent of this Database. See Section 2.4 for details. Copyright
149
- law varies between jurisdictions, but is likely to cover: the Database
150
- model or schema, which is the structure, arrangement, and organisation
151
- of the Database, and can also include the Database tables and table
152
- indexes; the data entry and output sheets; and the Field names of
153
- Contents stored in the Database;
154
-
155
- b. Database Rights. Database Rights only extend to the Extraction and
156
- Re-utilisation of the whole or a Substantial part of the Contents.
157
- Database Rights can apply even when there is no copyright over the
158
- Database. Database Rights can also apply when the Contents are removed
159
- from the Database and are selected and arranged in a way that would
160
- not infringe any applicable copyright; and
161
-
162
- c. Contract. This is an agreement between You and the Licensor for
163
- access to the Database. In return you agree to certain conditions of
164
- use on this access as outlined in this License.
165
-
166
- 2.3 Rights not covered.
167
-
168
- a. This License does not apply to computer programs used in the making
169
- or operation of the Database;
170
-
171
- b. This License does not cover any patents over the Contents or the
172
- Database; and
173
-
174
- c. This License does not cover any trademarks associated with the
175
- Database.
176
-
177
- 2.4 Relationship to Contents in the Database. The individual items of
178
- the Contents contained in this Database may be covered by other rights,
179
- including copyright, patent, data protection, privacy, or personality
180
- rights, and this License does not cover any rights (other than Database
181
- Rights or in contract) in individual Contents contained in the Database.
182
- For example, if used on a Database of images (the Contents), this
183
- License would not apply to copyright over individual images, which could
184
- have their own separate licenses, or one single license covering all of
185
- the rights over the images.
186
-
187
- ### 3.0 Rights granted
188
-
189
- 3.1 Subject to the terms and conditions of this License, the Licensor
190
- grants to You a worldwide, royalty-free, non-exclusive, terminable (but
191
- only under Section 9) license to Use the Database for the duration of
192
- any applicable copyright and Database Rights. These rights explicitly
193
- include commercial use, and do not exclude any field of endeavour. To
194
- the extent possible in the relevant jurisdiction, these rights may be
195
- exercised in all media and formats whether now known or created in the
196
- future.
197
-
198
- The rights granted cover, for example:
199
-
200
- a. Extraction and Re-utilisation of the whole or a Substantial part of
201
- the Contents;
202
-
203
- b. Creation of Derivative Databases;
204
-
205
- c. Creation of Collective Databases;
206
-
207
- d. Creation of temporary or permanent reproductions by any means and
208
- in any form, in whole or in part, including of any Derivative
209
- Databases or as a part of Collective Databases; and
210
-
211
- e. Distribution, communication, display, lending, making available, or
212
- performance to the public by any means and in any form, in whole or in
213
- part, including of any Derivative Database or as a part of Collective
214
- Databases.
215
-
216
- 3.2 Compulsory license schemes. For the avoidance of doubt:
217
-
218
- a. Non-waivable compulsory license schemes. In those jurisdictions in
219
- which the right to collect royalties through any statutory or
220
- compulsory licensing scheme cannot be waived, the Licensor reserves
221
- the exclusive right to collect such royalties for any exercise by You
222
- of the rights granted under this License;
223
-
224
- b. Waivable compulsory license schemes. In those jurisdictions in
225
- which the right to collect royalties through any statutory or
226
- compulsory licensing scheme can be waived, the Licensor waives the
227
- exclusive right to collect such royalties for any exercise by You of
228
- the rights granted under this License; and,
229
-
230
- c. Voluntary license schemes. The Licensor waives the right to collect
231
- royalties, whether individually or, in the event that the Licensor is
232
- a member of a collecting society that administers voluntary licensing
233
- schemes, via that society, from any exercise by You of the rights
234
- granted under this License.
235
-
236
- 3.3 The right to release the Database under different terms, or to stop
237
- distributing or making available the Database, is reserved. Note that
238
- this Database may be multiple-licensed, and so You may have the choice
239
- of using alternative licenses for this Database. Subject to Section
240
- 10.4, all other rights not expressly granted by Licensor are reserved.
241
-
242
- ### 4.0 Conditions of Use
243
-
244
- 4.1 The rights granted in Section 3 above are expressly made subject to
245
- Your complying with the following conditions of use. These are important
246
- conditions of this License, and if You fail to follow them, You will be
247
- in material breach of its terms.
248
-
249
- 4.2 Notices. If You Publicly Convey this Database, any Derivative
250
- Database, or the Database as part of a Collective Database, then You
251
- must:
252
-
253
- a. Do so only under the terms of this License or another license
254
- permitted under Section 4.4;
255
-
256
- b. Include a copy of this License (or, as applicable, a license
257
- permitted under Section 4.4) or its Uniform Resource Identifier (URI)
258
- with the Database or Derivative Database, including both in the
259
- Database or Derivative Database and in any relevant documentation; and
260
-
261
- c. Keep intact any copyright or Database Right notices and notices
262
- that refer to this License.
263
-
264
- d. If it is not possible to put the required notices in a particular
265
- file due to its structure, then You must include the notices in a
266
- location (such as a relevant directory) where users would be likely to
267
- look for it.
268
-
269
- 4.3 Notice for using output (Contents). Creating and Using a Produced
270
- Work does not require the notice in Section 4.2. However, if you
271
- Publicly Use a Produced Work, You must include a notice associated with
272
- the Produced Work reasonably calculated to make any Person that uses,
273
- views, accesses, interacts with, or is otherwise exposed to the Produced
274
- Work aware that Content was obtained from the Database, Derivative
275
- Database, or the Database as part of a Collective Database, and that it
276
- is available under this License.
277
-
278
- a. Example notice. The following text will satisfy notice under
279
- Section 4.3:
280
-
281
- Contains information from DATABASE NAME, which is made available
282
- here under the Open Database License (ODbL).
283
-
284
- DATABASE NAME should be replaced with the name of the Database and a
285
- hyperlink to the URI of the Database. "Open Database License" should
286
- contain a hyperlink to the URI of the text of this License. If
287
- hyperlinks are not possible, You should include the plain text of the
288
- required URI's with the above notice.
289
-
290
- 4.4 Share alike.
291
-
292
- a. Any Derivative Database that You Publicly Use must be only under
293
- the terms of:
294
-
295
- i. This License;
296
-
297
- ii. A later version of this License similar in spirit to this
298
- License; or
299
-
300
- iii. A compatible license.
301
-
302
- If You license the Derivative Database under one of the licenses
303
- mentioned in (iii), You must comply with the terms of that license.
304
-
305
- b. For the avoidance of doubt, Extraction or Re-utilisation of the
306
- whole or a Substantial part of the Contents into a new database is a
307
- Derivative Database and must comply with Section 4.4.
308
-
309
- c. Derivative Databases and Produced Works. A Derivative Database is
310
- Publicly Used and so must comply with Section 4.4. if a Produced Work
311
- created from the Derivative Database is Publicly Used.
312
-
313
- d. Share Alike and additional Contents. For the avoidance of doubt,
314
- You must not add Contents to Derivative Databases under Section 4.4 a
315
- that are incompatible with the rights granted under this License.
316
-
317
- e. Compatible licenses. Licensors may authorise a proxy to determine
318
- compatible licenses under Section 4.4 a iii. If they do so, the
319
- authorised proxy's public statement of acceptance of a compatible
320
- license grants You permission to use the compatible license.
321
-
322
-
323
- 4.5 Limits of Share Alike. The requirements of Section 4.4 do not apply
324
- in the following:
325
-
326
- a. For the avoidance of doubt, You are not required to license
327
- Collective Databases under this License if You incorporate this
328
- Database or a Derivative Database in the collection, but this License
329
- still applies to this Database or a Derivative Database as a part of
330
- the Collective Database;
331
-
332
- b. Using this Database, a Derivative Database, or this Database as
333
- part of a Collective Database to create a Produced Work does not
334
- create a Derivative Database for purposes of Section 4.4; and
335
-
336
- c. Use of a Derivative Database internally within an organisation is
337
- not to the public and therefore does not fall under the requirements
338
- of Section 4.4.
339
-
340
- 4.6 Access to Derivative Databases. If You Publicly Use a Derivative
341
- Database or a Produced Work from a Derivative Database, You must also
342
- offer to recipients of the Derivative Database or Produced Work a copy
343
- in a machine readable form of:
344
-
345
- a. The entire Derivative Database; or
346
-
347
- b. A file containing all of the alterations made to the Database or
348
- the method of making the alterations to the Database (such as an
349
- algorithm), including any additional Contents, that make up all the
350
- differences between the Database and the Derivative Database.
351
-
352
- The Derivative Database (under a.) or alteration file (under b.) must be
353
- available at no more than a reasonable production cost for physical
354
- distributions and free of charge if distributed over the internet.
355
-
356
- 4.7 Technological measures and additional terms
357
-
358
- a. This License does not allow You to impose (except subject to
359
- Section 4.7 b.) any terms or any technological measures on the
360
- Database, a Derivative Database, or the whole or a Substantial part of
361
- the Contents that alter or restrict the terms of this License, or any
362
- rights granted under it, or have the effect or intent of restricting
363
- the ability of any person to exercise those rights.
364
-
365
- b. Parallel distribution. You may impose terms or technological
366
- measures on the Database, a Derivative Database, or the whole or a
367
- Substantial part of the Contents (a "Restricted Database") in
368
- contravention of Section 4.74 a. only if You also make a copy of the
369
- Database or a Derivative Database available to the recipient of the
370
- Restricted Database:
371
-
372
- i. That is available without additional fee;
373
-
374
- ii. That is available in a medium that does not alter or restrict
375
- the terms of this License, or any rights granted under it, or have
376
- the effect or intent of restricting the ability of any person to
377
- exercise those rights (an "Unrestricted Database"); and
378
-
379
- iii. The Unrestricted Database is at least as accessible to the
380
- recipient as a practical matter as the Restricted Database.
381
-
382
- c. For the avoidance of doubt, You may place this Database or a
383
- Derivative Database in an authenticated environment, behind a
384
- password, or within a similar access control scheme provided that You
385
- do not alter or restrict the terms of this License or any rights
386
- granted under it or have the effect or intent of restricting the
387
- ability of any person to exercise those rights.
388
-
389
- 4.8 Licensing of others. You may not sublicense the Database. Each time
390
- You communicate the Database, the whole or Substantial part of the
391
- Contents, or any Derivative Database to anyone else in any way, the
392
- Licensor offers to the recipient a license to the Database on the same
393
- terms and conditions as this License. You are not responsible for
394
- enforcing compliance by third parties with this License, but You may
395
- enforce any rights that You have over a Derivative Database. You are
396
- solely responsible for any modifications of a Derivative Database made
397
- by You or another Person at Your direction. You may not impose any
398
- further restrictions on the exercise of the rights granted or affirmed
399
- under this License.
400
-
401
- ### 5.0 Moral rights
402
-
403
- 5.1 Moral rights. This section covers moral rights, including any rights
404
- to be identified as the author of the Database or to object to treatment
405
- that would otherwise prejudice the author's honour and reputation, or
406
- any other derogatory treatment:
407
-
408
- a. For jurisdictions allowing waiver of moral rights, Licensor waives
409
- all moral rights that Licensor may have in the Database to the fullest
410
- extent possible by the law of the relevant jurisdiction under Section
411
- 10.4;
412
-
413
- b. If waiver of moral rights under Section 5.1 a in the relevant
414
- jurisdiction is not possible, Licensor agrees not to assert any moral
415
- rights over the Database and waives all claims in moral rights to the
416
- fullest extent possible by the law of the relevant jurisdiction under
417
- Section 10.4; and
418
-
419
- c. For jurisdictions not allowing waiver or an agreement not to assert
420
- moral rights under Section 5.1 a and b, the author may retain their
421
- moral rights over certain aspects of the Database.
422
-
423
- Please note that some jurisdictions do not allow for the waiver of moral
424
- rights, and so moral rights may still subsist over the Database in some
425
- jurisdictions.
426
-
427
- ### 6.0 Fair dealing, Database exceptions, and other rights not affected
428
-
429
- 6.1 This License does not affect any rights that You or anyone else may
430
- independently have under any applicable law to make any use of this
431
- Database, including without limitation:
432
-
433
- a. Exceptions to the Database Right including: Extraction of Contents
434
- from non-electronic Databases for private purposes, Extraction for
435
- purposes of illustration for teaching or scientific research, and
436
- Extraction or Re-utilisation for public security or an administrative
437
- or judicial procedure.
438
-
439
- b. Fair dealing, fair use, or any other legally recognised limitation
440
- or exception to infringement of copyright or other applicable laws.
441
-
442
- 6.2 This License does not affect any rights of lawful users to Extract
443
- and Re-utilise insubstantial parts of the Contents, evaluated
444
- quantitatively or qualitatively, for any purposes whatsoever, including
445
- creating a Derivative Database (subject to other rights over the
446
- Contents, see Section 2.4). The repeated and systematic Extraction or
447
- Re-utilisation of insubstantial parts of the Contents may however amount
448
- to the Extraction or Re-utilisation of a Substantial part of the
449
- Contents.
450
-
451
- ### 7.0 Warranties and Disclaimer
452
-
453
- 7.1 The Database is licensed by the Licensor "as is" and without any
454
- warranty of any kind, either express, implied, or arising by statute,
455
- custom, course of dealing, or trade usage. Licensor specifically
456
- disclaims any and all implied warranties or conditions of title,
457
- non-infringement, accuracy or completeness, the presence or absence of
458
- errors, fitness for a particular purpose, merchantability, or otherwise.
459
- Some jurisdictions do not allow the exclusion of implied warranties, so
460
- this exclusion may not apply to You.
461
-
462
- ### 8.0 Limitation of liability
463
-
464
- 8.1 Subject to any liability that may not be excluded or limited by law,
465
- the Licensor is not liable for, and expressly excludes, all liability
466
- for loss or damage however and whenever caused to anyone by any use
467
- under this License, whether by You or by anyone else, and whether caused
468
- by any fault on the part of the Licensor or not. This exclusion of
469
- liability includes, but is not limited to, any special, incidental,
470
- consequential, punitive, or exemplary damages such as loss of revenue,
471
- data, anticipated profits, and lost business. This exclusion applies
472
- even if the Licensor has been advised of the possibility of such
473
- damages.
474
-
475
- 8.2 If liability may not be excluded by law, it is limited to actual and
476
- direct financial loss to the extent it is caused by proved negligence on
477
- the part of the Licensor.
478
-
479
- ### 9.0 Termination of Your rights under this License
480
-
481
- 9.1 Any breach by You of the terms and conditions of this License
482
- automatically terminates this License with immediate effect and without
483
- notice to You. For the avoidance of doubt, Persons who have received the
484
- Database, the whole or a Substantial part of the Contents, Derivative
485
- Databases, or the Database as part of a Collective Database from You
486
- under this License will not have their licenses terminated provided
487
- their use is in full compliance with this License or a license granted
488
- under Section 4.8 of this License. Sections 1, 2, 7, 8, 9 and 10 will
489
- survive any termination of this License.
490
-
491
- 9.2 If You are not in breach of the terms of this License, the Licensor
492
- will not terminate Your rights under it.
493
-
494
- 9.3 Unless terminated under Section 9.1, this License is granted to You
495
- for the duration of applicable rights in the Database.
496
-
497
- 9.4 Reinstatement of rights. If you cease any breach of the terms and
498
- conditions of this License, then your full rights under this License
499
- will be reinstated:
500
-
501
- a. Provisionally and subject to permanent termination until the 60th
502
- day after cessation of breach;
503
-
504
- b. Permanently on the 60th day after cessation of breach unless
505
- otherwise reasonably notified by the Licensor; or
506
-
507
- c. Permanently if reasonably notified by the Licensor of the
508
- violation, this is the first time You have received notice of
509
- violation of this License from the Licensor, and You cure the
510
- violation prior to 30 days after your receipt of the notice.
511
-
512
- Persons subject to permanent termination of rights are not eligible to
513
- be a recipient and receive a license under Section 4.8.
514
-
515
- 9.5 Notwithstanding the above, Licensor reserves the right to release
516
- the Database under different license terms or to stop distributing or
517
- making available the Database. Releasing the Database under different
518
- license terms or stopping the distribution of the Database will not
519
- withdraw this License (or any other license that has been, or is
520
- required to be, granted under the terms of this License), and this
521
- License will continue in full force and effect unless terminated as
522
- stated above.
523
-
524
- ### 10.0 General
525
-
526
- 10.1 If any provision of this License is held to be invalid or
527
- unenforceable, that must not affect the validity or enforceability of
528
- the remainder of the terms and conditions of this License and each
529
- remaining provision of this License shall be valid and enforced to the
530
- fullest extent permitted by law.
531
-
532
- 10.2 This License is the entire agreement between the parties with
533
- respect to the rights granted here over the Database. It replaces any
534
- earlier understandings, agreements or representations with respect to
535
- the Database.
536
-
537
- 10.3 If You are in breach of the terms of this License, You will not be
538
- entitled to rely on the terms of this License or to complain of any
539
- breach by the Licensor.
540
-
541
- 10.4 Choice of law. This License takes effect in and will be governed by
542
- the laws of the relevant jurisdiction in which the License terms are
543
- sought to be enforced. If the standard suite of rights granted under
544
- applicable copyright law and Database Rights in the relevant
545
- jurisdiction includes additional rights not granted under this License,
546
- these additional rights are granted in this License in order to meet the
547
- terms of this License.```
548
-
549
-
550
-
551
-
552
  # Nerus
553
 
554
  * Author: Alexander Kukushkin
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
  # Nerus
2
 
3
  * Author: Alexander Kukushkin
README.md CHANGED
@@ -14,47 +14,62 @@ model-index:
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
- value: 0.9447151739
18
  - name: NER Recall
19
  type: recall
20
- value: 0.9463053358
21
  - name: NER F Score
22
  type: f_score
23
- value: 0.9455095863
 
 
 
 
 
 
 
24
  - task:
25
  name: POS
26
  type: token-classification
27
  metrics:
28
- - name: POS Accuracy
29
  type: accuracy
30
- value: 0.989438969
31
  - task:
32
- name: SENTER
33
  type: token-classification
34
  metrics:
35
- - name: SENTER Precision
36
- type: precision
37
- value: 0.9982866933
38
- - name: SENTER Recall
39
- type: recall
40
- value: 0.997716895
41
- - name: SENTER F Score
42
- type: f_score
43
- value: 0.9980017128
44
  - task:
45
- name: UNLABELED_DEPENDENCIES
46
  type: token-classification
47
  metrics:
48
- - name: Unlabeled Dependencies Accuracy
49
  type: accuracy
50
- value: 0.9622900464
 
 
 
 
 
 
 
51
  - task:
52
  name: LABELED_DEPENDENCIES
53
  type: token-classification
54
  metrics:
55
- - name: Labeled Dependencies Accuracy
56
- type: accuracy
57
- value: 0.9622900464
 
 
 
 
 
 
 
58
  ---
59
  ### Details: https://spacy.io/models/ru#ru_core_news_lg
60
 
@@ -63,12 +78,12 @@ Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
63
  | Feature | Description |
64
  | --- | --- |
65
  | **Name** | `ru_core_news_lg` |
66
- | **Version** | `3.2.0` |
67
- | **spaCy** | `>=3.2.0,<3.3.0` |
68
  | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
69
  | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
70
  | **Vectors** | 500002 keys, 500002 unique vectors (300 dimensions) |
71
- | **Sources** | [Lemmatization Lists](https://github.com/michmech/lemmatization-lists/) (Michal Měchura)<br />[Nerus](https://github.com/natasha/nerus) (Alexander Kukushkin)<br />[Navec](https://github.com/natasha/navec) (Alexander Kukushkin) |
72
  | **License** | `MIT` |
73
  | **Author** | [Explosion](https://explosion.ai) |
74
 
@@ -76,13 +91,12 @@ Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
76
 
77
  <details>
78
 
79
- <summary>View label scheme (901 labels for 4 components)</summary>
80
 
81
  | Component | Labels |
82
  | --- | --- |
83
- | **`morphologizer`** | `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Acc\|POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PUNCT`, `Degree=Pos\|POS=ADV`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Foreign=Yes\|POS=PROPN`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=DET`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=SCONJ`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Acc\|POS=NUM`, `Case=Ins\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=CCONJ`, `Case=Nom\|POS=NUM`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Gender=Masc\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Ins\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Case=Ins\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Degree=Pos\|Number=Plur\|POS=ADJ\|StyleVariant=Short`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|POS=VERB\|VerbForm=Inf\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Loc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Aspect=Perf\|Number=Plur\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|POS=NUM`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Cnd\|POS=SCONJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=Third`, `POS=PART\|Polarity=Neg`, `Aspect=Imp\|POS=VERB\|VerbForm=Inf\|Voice=Mid`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Number=Plur\|POS=DET`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Number=Plur\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=INTJ`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Nom\|Number=Plur\|POS=PRON`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Gen\|POS=PRON`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|POS=VERB\|VerbForm=Inf\|Voice=Act`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=DET`, `Case=Nom\|POS=PRON`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=ADJ`, `Case=Loc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=First`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Cnd\|POS=AUX`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=First`, `Case=Gen\|Number=Plur\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|POS=VERB\|VerbForm=Inf\|Voice=Mid`, `Aspect=Perf\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `POS=PART`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Aspect=Perf\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Aspect=Perf\|Gender=Neut\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Foreign=Yes\|POS=X`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Conv\|Voice=Act`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|POS=NUM`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|POS=NUM`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Aspect=Imp\|POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Ins\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON\|Person=Third`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Dat\|POS=PRON`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Ins\|Number=Plur\|POS=PRON\|Person=Third`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|POS=AUX\|VerbForm=Inf\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Degree=Cmp\|POS=ADV`, `Aspect=Perf\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Ins\|Number=Plur\|POS=DET`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Loc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|POS=NUM`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Gender=Fem\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|POS=VERB\|Tense=Past\|VerbForm=Conv\|Voice=Act`, `Aspect=Imp\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=Second`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `POS=ADV`, `Case=Acc\|POS=PRON`, `Animacy=Anim\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Ins\|POS=NUM`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=DET`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=Second`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `POS=SYM`, `Degree=Cmp\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|POS=NUM`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Fem\|POS=NUM`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Degree=Pos\|POS=ADJ`, `Case=Ins\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=Third`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON`, `Animacy=Anim\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=PUNCT\|StyleVariant=Short`, `Case=Ins\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=SCONJ`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=First`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `POS=NOUN`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=Third`, `Degree=Cmp\|POS=NUM`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Number=Plur\|POS=DET`, `Aspect=Perf\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Dat\|POS=NUM`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Case=Voc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|POS=NUM`, `Aspect=Perf\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Inan\|Case=Par\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Aspect=Perf\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Gen\|Number=Plur\|POS=DET\|Person=Third`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADV`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NUM`, `Aspect=Perf\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|POS=NUM`, `Aspect=Imp\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Fem\|POS=NUM`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `POS=ADV\|Polarity=Neg`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|POS=NUM`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=First`, `Case=Nom\|Gender=Neut\|POS=NUM`, `Case=Gen\|POS=VERB\|Polarity=Neg`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Number=Plur\|POS=PRON`, `Case=Loc\|Number=Plur\|POS=PRON\|Person=Third`, `Case=Gen\|Number=Plur\|POS=PRON`, `Aspect=Perf\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `POS=CCONJ\|Polarity=Neg`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=PRON\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Conv\|Voice=Mid`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=Second`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Aspect=Perf\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Ins\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Acc\|POS=NUM`, `Aspect=Imp\|Number=Plur\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Gender=Masc\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Loc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=First`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=First`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=Second`, `Aspect=Perf\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=First`, `Foreign=Yes\|POS=PUNCT`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=PRON\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|Person=Third`, `Case=Dat\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Aspect=Perf\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|POS=NUM`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Case=Dat\|Number=Plur\|POS=DET`, `Aspect=Imp\|POS=AUX\|Tense=Pres\|VerbForm=Conv\|Voice=Act`, `Aspect=Perf\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Ins\|POS=PRON`, `Case=Ins\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `POS=PROPN`, `Aspect=Perf\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Second\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Ins\|Number=Plur\|POS=PRON\|Person=Second`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Number=Sing\|POS=PRON\|Person=First`, `Aspect=Imp\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|Person=Third`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Aspect=Imp\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=PRON`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON\|Person=First`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Ins\|Number=Sing\|POS=PRON\|Person=Second`, `Aspect=Perf\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Gen\|Number=Plur\|POS=DET`, `Aspect=Perf\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Ins\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Ins\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADV`, `Foreign=Yes\|POS=PART`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=DET`, `Case=Loc\|Gender=Fem\|POS=NUM`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|POS=VERB\|Tense=Past\|VerbForm=Conv\|Voice=Mid`, `Aspect=Imp\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Aspect=Perf\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Aspect=Imp\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Loc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=ADV`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Imp\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Aspect=Perf\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Loc\|Number=Sing\|POS=PRON\|Person=First`, `Aspect=Imp\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|POS=PRON\|VerbForm=Inf\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Aspect=Imp\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON\|Person=Second`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=PRON\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Loc\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=Second`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Ins\|Number=Plur\|POS=PRON\|Person=First`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Masc\|POS=NUM`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Animacy=Anim\|Case=Loc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Dat\|Number=Plur\|POS=PRON`, `Animacy=Anim\|Case=Nom\|Number=Plur\|POS=PRON`, `Animacy=Anim\|Case=Loc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON`, `Animacy=Anim\|Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|Person=Third`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=PROPN`, `POS=VERB`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=DET`, `Aspect=Imp\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=Second`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Dat\|Number=Plur\|POS=DET`, `Aspect=Perf\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=PRON\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Animacy=Anim\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Hyph=Yes\|POS=PROPN`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=Second`, `Hyph=Yes\|POS=NUM`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=PRON`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Aspect=Imp\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Number=Plur\|POS=PRON`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=Third`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=PRON\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|POS=NUM`, `Aspect=Imp\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Degree=Pos\|Number=Plur\|POS=DET`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Hyph=Yes\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Loc\|Number=Sing\|POS=PRON\|Person=Second`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=NUM`, `Aspect=Imp\|POS=VERB\|Tense=Past\|VerbForm=Conv\|Voice=Act`, `Aspect=Imp\|Mood=Imp\|Number=Plur\|POS=AUX\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=First`, `Aspect=Perf\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=ADV`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `POS=AUX`, `Animacy=Anim\|Case=Gen\|Number=Plur\|POS=PRON`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|Person=Third`, `Aspect=Perf\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADV`, `Case=Loc\|Gender=Masc\|POS=NUM`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Loc\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Ins\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=DET`, `Case=Ins\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Loc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Loc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=SCONJ`, `Animacy=Anim\|Case=Acc\|Number=Plur\|POS=DET`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=DET\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=PRON\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADV`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=DET\|Person=Third`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `POS=PRON`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Nom\|Number=Plur\|POS=DET`, `Aspect=Imp\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Dat\|POS=DET`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Masc\|POS=ADJ`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=AUX\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Second\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Animacy=Anim\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Loc\|Degree=Pos\|Number=Plur\|POS=DET`, `Animacy=Anim\|Case=Ins\|Number=Plur\|POS=DET`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|Person=Third`, `Case=Ins\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Degree=Cmp\|POS=ADP`, `Animacy=Anim\|Case=Voc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=ADV`, `Case=Ins\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADP`, `Animacy=Inan\|Case=Acc\|POS=ADV`, `Case=Acc\|POS=ADV`, `Animacy=Anim\|Case=Ins\|Number=Plur\|POS=PRON`, `Aspect=Imp\|POS=ADV\|Tense=Pres\|VerbForm=Conv\|Voice=Act`, `Aspect=Perf\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Number=Plur\|POS=NUM`, `Aspect=Imp\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=SCONJ`, `Aspect=Imp\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Acc\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Ins\|POS=VERB\|Polarity=Neg`, `Case=Ins\|Degree=Pos\|Number=Plur\|POS=NUM`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=PUNCT\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|POS=VERB\|Polarity=Neg`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Foreign=Yes\|POS=NUM`, `Gender=Neut\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|POS=NUM`, `Case=Loc\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADP`, `Case=Loc\|POS=DET`, `Case=Ins\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Ins\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=NUM`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Aspect=Imp\|POS=ADP\|VerbForm=Inf\|Voice=Act`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Dat\|POS=VERB\|Polarity=Neg`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Gender=Masc\|POS=NUM`, `Case=Ins\|Gender=Fem\|POS=NUM`, `Case=Dat\|Gender=Fem\|POS=NUM`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Aspect=Perf\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=NUM`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Case=Loc\|Number=Plur\|POS=PRON`, `Case=Loc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADV`, `Animacy=Inan\|Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=PRON\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=DET`, `Foreign=Yes\|POS=ADP`, `Case=Loc\|Number=Plur\|POS=PRON\|Person=First`, `Aspect=Imp\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=PRON\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=NUM`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=ADV`, `Case=Nom\|Number=Plur\|POS=NUM`, `Case=Loc\|Gender=Neut\|POS=NUM`, `Animacy=Inan\|Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `POS=ADV\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Gender=Fem\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Number=Plur\|POS=DET\|Person=Third`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|Person=Third`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|Person=Third`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADV`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=ADV`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=PUNCT`, `Foreign=Yes\|POS=PRON`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Aspect=Perf\|Gender=Neut\|Number=Sing\|POS=ADV\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=NUM`, `Mood=Cnd\|POS=ADV`, `POS=X`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=ADV`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|POS=ADV`, `Aspect=Perf\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=ADV\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Conv\|Voice=Pass`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=NUM`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=DET`, `Case=Ins\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=NUM`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=ADP`, `Animacy=Anim\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADV`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Ins\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADP`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=ADV`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADV`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=ADP`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=ADV`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=ADV\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Loc\|Number=Plur\|POS=PRON\|Person=Second`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=CCONJ\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Plur\|POS=ADP\|Person=Third`, `Case=Dat\|Gender=Masc\|POS=DET`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=CCONJ`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Aspect=Imp\|Mood=Imp\|Number=Plur\|POS=PRON\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Loc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|POS=DET`, `Case=Gen\|POS=DET`, `Case=Ins\|POS=ADV\|Polarity=Neg`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=ADV\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Gender=Neut\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Degree=Pos\|POS=PUNCT`, `Case=Ins\|Degree=Pos\|Number=Plur\|POS=ADP`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|POS=ADP`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Foreign=Yes\|POS=DET`, `Aspect=Imp\|Gender=Fem\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=ADV\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADP`, `Aspect=Perf\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=ADV\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=ADV`, `Aspect=Imp\|Number=Plur\|POS=VERB\|StyleVariant=Short\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=SCONJ\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=ADV\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADV`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON`, `Animacy=Anim\|Case=Nom\|Number=Plur\|POS=ADV`, `Case=Dat\|Number=Plur\|POS=SCONJ`, `Case=Ins\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=PUNCT`, `Aspect=Perf\|POS=ADV\|Tense=Past\|VerbForm=Conv\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Plur\|POS=ADV`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADP`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=CCONJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADP`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=PUNCT`, `Case=Loc\|Degree=Pos\|Number=Plur\|POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=SCONJ`, `Animacy=Inan\|Case=Par\|Gender=Masc\|Number=Sing\|POS=ADV`, `Case=Dat\|Gender=Fem\|POS=DET`, `Case=Nom\|Number=Plur\|POS=DET\|Polarity=Neg`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=SCONJ`, `Foreign=Yes\|POS=ADV`, `Degree=Pos\|POS=NUM`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=ADV`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=PUNCT`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=ADV\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=ADV`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=PUNCT`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=SCONJ`, `Animacy=Inan\|Case=Acc\|POS=DET`, `POS=VERB\|Polarity=Neg`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Aspect=Imp\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=NUM`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=CCONJ`, `Aspect=Perf\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=ADV\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=ADV\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADP`, `Hyph=Yes\|POS=ADV`, `Degree=Pos\|POS=ADV\|Polarity=Neg`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET`, `Mood=Cnd\|POS=PART`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET`, `Aspect=Perf\|Mood=Imp\|Number=Plur\|POS=ADV\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=ADP`, `Animacy=Anim\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADV`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PUNCT\|Person=Third`, `Aspect=Perf\|Gender=Masc\|Number=Sing\|POS=ADV\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|POS=ADV\|Polarity=Neg`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=SCONJ`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=ADP`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|Person=Third`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=ADP`, `Aspect=Perf\|POS=ADV\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|POS=SCONJ`, `Aspect=Imp\|Gender=Neut\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=ADP\|Person=Third`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=ADV\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=NUM` |
84
  | **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `discourse`, `expl`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `list`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `nummod:entity`, `nummod:gov`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `xcomp` |
85
- | **`senter`** | `I`, `S` |
86
  | **`ner`** | `LOC`, `ORG`, `PER` |
87
 
88
  </details>
@@ -91,22 +105,22 @@ Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
91
 
92
  | Type | Score |
93
  | --- | --- |
94
- | `TOKEN_ACC` | 99.85 |
95
  | `TOKEN_P` | 97.28 |
96
- | `TOKEN_R` | 98.34 |
97
- | `TOKEN_F` | 97.81 |
98
- | `POS_ACC` | 98.94 |
99
- | `MORPH_ACC` | 97.50 |
100
- | `MORPH_MICRO_P` | 98.99 |
101
- | `MORPH_MICRO_R` | 98.34 |
102
- | `MORPH_MICRO_F` | 98.67 |
103
  | `SENTS_P` | 99.83 |
104
  | `SENTS_R` | 99.77 |
105
  | `SENTS_F` | 99.80 |
106
- | `DEP_UAS` | 96.23 |
107
- | `DEP_LAS` | 95.12 |
108
- | `TAG_ACC` | 98.94 |
109
  | `LEMMA_ACC` | 0.00 |
110
  | `ENTS_P` | 94.47 |
111
- | `ENTS_R` | 94.63 |
112
- | `ENTS_F` | 94.55 |
 
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
+ value: 0.9447050938
18
  - name: NER Recall
19
  type: recall
20
+ value: 0.9489984851
21
  - name: NER F Score
22
  type: f_score
23
+ value: 0.9468469225
24
+ - task:
25
+ name: TAG
26
+ type: token-classification
27
+ metrics:
28
+ - name: TAG (XPOS) Accuracy
29
+ type: accuracy
30
+ value: 0.9887378346
31
  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
+ - name: POS (UPOS) Accuracy
36
  type: accuracy
37
+ value: 0.9887378346
38
  - task:
39
+ name: MORPH
40
  type: token-classification
41
  metrics:
42
+ - name: Morph (UFeats) Accuracy
43
+ type: accuracy
44
+ value: 0.9736984816
 
 
 
 
 
 
45
  - task:
46
+ name: LEMMA
47
  type: token-classification
48
  metrics:
49
+ - name: Lemma Accuracy
50
  type: accuracy
51
+ value: 2.15292e-05
52
+ - task:
53
+ name: UNLABELED_DEPENDENCIES
54
+ type: token-classification
55
+ metrics:
56
+ - name: Unlabeled Attachment Score (UAS)
57
+ type: f_score
58
+ value: 0.9616088468
59
  - task:
60
  name: LABELED_DEPENDENCIES
61
  type: token-classification
62
  metrics:
63
+ - name: Labeled Attachment Score (LAS)
64
+ type: f_score
65
+ value: 0.9500784109
66
+ - task:
67
+ name: SENTS
68
+ type: token-classification
69
+ metrics:
70
+ - name: Sentences F-Score
71
+ type: f_score
72
+ value: 0.9980017128
73
  ---
74
  ### Details: https://spacy.io/models/ru#ru_core_news_lg
75
 
 
78
  | Feature | Description |
79
  | --- | --- |
80
  | **Name** | `ru_core_news_lg` |
81
+ | **Version** | `3.3.0` |
82
+ | **spaCy** | `>=3.3.0.dev0,<3.4.0` |
83
  | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
84
  | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
85
  | **Vectors** | 500002 keys, 500002 unique vectors (300 dimensions) |
86
+ | **Sources** | [Nerus](https://github.com/natasha/nerus) (Alexander Kukushkin)<br />[Navec](https://github.com/natasha/navec) (Alexander Kukushkin) |
87
  | **License** | `MIT` |
88
  | **Author** | [Explosion](https://explosion.ai) |
89
 
 
91
 
92
  <details>
93
 
94
+ <summary>View label scheme (899 labels for 3 components)</summary>
95
 
96
  | Component | Labels |
97
  | --- | --- |
98
+ | **`morphologizer`** | `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Acc\|POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PUNCT`, `Degree=Pos\|POS=ADV`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Foreign=Yes\|POS=PROPN`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=DET`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=SCONJ`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Acc\|POS=NUM`, `Case=Ins\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=CCONJ`, `Case=Nom\|POS=NUM`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Gender=Masc\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Ins\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Case=Ins\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Degree=Pos\|Number=Plur\|POS=ADJ\|StyleVariant=Short`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|POS=VERB\|VerbForm=Inf\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Loc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Aspect=Perf\|Number=Plur\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|POS=NUM`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Cnd\|POS=SCONJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=Third`, `POS=PART\|Polarity=Neg`, `Aspect=Imp\|POS=VERB\|VerbForm=Inf\|Voice=Mid`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Nom\|Number=Plur\|POS=DET`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Number=Plur\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=INTJ`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Nom\|Number=Plur\|POS=PRON`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Gen\|POS=PRON`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|POS=VERB\|VerbForm=Inf\|Voice=Act`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=DET`, `Case=Nom\|POS=PRON`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=ADJ`, `Case=Loc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Perf\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=First`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Cnd\|POS=AUX`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=First`, `Case=Gen\|Number=Plur\|POS=DET`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|POS=VERB\|VerbForm=Inf\|Voice=Mid`, `Aspect=Perf\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET`, `POS=PART`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Aspect=Perf\|Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Aspect=Perf\|Gender=Neut\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Foreign=Yes\|POS=X`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Conv\|Voice=Act`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|POS=NUM`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|POS=NUM`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Aspect=Imp\|POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NUM`, `Case=Ins\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Third\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON\|Person=Third`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Dat\|POS=PRON`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON`, `Case=Ins\|Number=Plur\|POS=PRON\|Person=Third`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|POS=AUX\|VerbForm=Inf\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ\|StyleVariant=Short`, `Degree=Cmp\|POS=ADV`, `Aspect=Perf\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=AUX\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Ins\|Number=Plur\|POS=DET`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Case=Loc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Inan\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|POS=NUM`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Gender=Fem\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|POS=VERB\|Tense=Past\|VerbForm=Conv\|Voice=Act`, `Aspect=Imp\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=Second`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `POS=ADV`, `Case=Acc\|POS=PRON`, `Animacy=Anim\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Ins\|POS=NUM`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Degree=Pos\|Number=Plur\|POS=DET`, `Animacy=Inan\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=Second`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `POS=SYM`, `Degree=Cmp\|POS=ADJ`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Masc\|POS=NUM`, `Animacy=Inan\|Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Fem\|POS=NUM`, `Animacy=Inan\|Case=Loc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Degree=Pos\|POS=ADJ`, `Case=Ins\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Ins\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Aspect=Imp\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=Third`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON`, `Animacy=Anim\|Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=PUNCT\|StyleVariant=Short`, `Case=Ins\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Anim\|Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=SCONJ`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Mid`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=First`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `POS=NOUN`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=Third`, `Degree=Cmp\|POS=NUM`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|Number=Plur\|POS=DET`, `Aspect=Perf\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Dat\|POS=NUM`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Case=Voc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=NUM`, `Animacy=Anim\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Animacy=Inan\|Case=Acc\|Gender=Fem\|POS=NUM`, `Aspect=Perf\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Animacy=Inan\|Case=Par\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Gender=Fem\|Mood=Ind\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Aspect=Perf\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON`, `Case=Gen\|Number=Plur\|POS=DET\|Person=Third`, `Animacy=Inan\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=ADV`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NUM`, `Aspect=Perf\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Gender=Masc\|POS=NUM`, `Aspect=Imp\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Gen\|Gender=Fem\|POS=NUM`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `POS=ADV\|Polarity=Neg`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Acc\|Gender=Neut\|POS=NUM`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=First`, `Case=Nom\|Gender=Neut\|POS=NUM`, `Case=Gen\|POS=VERB\|Polarity=Neg`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Imp\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Number=Plur\|POS=PRON`, `Case=Loc\|Number=Plur\|POS=PRON\|Person=Third`, `Case=Gen\|Number=Plur\|POS=PRON`, `Aspect=Perf\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Dat\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `POS=CCONJ\|Polarity=Neg`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET`, `Aspect=Imp\|Gender=Neut\|Mood=Ind\|Number=Sing\|POS=PRON\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|POS=VERB\|Tense=Pres\|VerbForm=Conv\|Voice=Mid`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=Second`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Second\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Animacy=Inan\|Case=Loc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Aspect=Perf\|Case=Nom\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `Case=Ins\|Gender=Neut\|Number=Sing\|POS=DET`, `Animacy=Anim\|Case=Acc\|POS=NUM`, `Aspect=Imp\|Number=Plur\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Gender=Masc\|Number=Sing\|POS=VERB\|StyleVariant=Short\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Loc\|Gender=Masc\|Number=Sing\|POS=NUM`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NUM`, `Aspect=Imp\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Loc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=First`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=First`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=Second`, `Aspect=Perf\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Aspect=Perf\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=First`, `Foreign=Yes\|POS=PUNCT`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=PRON\|Person=Third\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Aspect=Imp\|Mood=Ind\|Number=Sing\|POS=AUX\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|Person=Third`, `Case=Dat\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Aspect=Perf\|Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Loc\|POS=NUM`, `Aspect=Imp\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Pres\|VerbForm=Fin\|Voice=Mid`, `Case=Dat\|Number=Plur\|POS=DET`, `Aspect=Imp\|POS=AUX\|Tense=Pres\|VerbForm=Conv\|Voice=Act`, `Aspect=Perf\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Ins\|POS=PRON`, `Case=Ins\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Aspect=Imp\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `POS=PROPN`, `Aspect=Perf\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=Second\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Animacy=Anim\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Ins\|Number=Plur\|POS=PRON\|Person=Second`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Animacy=Anim\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Aspect=Imp\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Dat\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Ins\|Number=Sing\|POS=PRON\|Person=First`, `Aspect=Imp\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|Person=Third`, `Aspect=Imp\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Aspect=Imp\|Case=Gen\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Gender=Fem\|Number=Sing\|POS=NUM`, `Animacy=Inan\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Aspect=Imp\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Loc\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Case=Ins\|Gender=Masc\|Number=Sing\|POS=PRON`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON`, `Animacy=Inan\|Case=Acc\|Number=Plur\|POS=PRON\|Person=First`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Imp\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Ins\|Number=Sing\|POS=PRON\|Person=Second`, `Aspect=Perf\|Case=Dat\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET`, `Animacy=Anim\|Aspect=Perf\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Case=Dat\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Aspect=Imp\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Case=Dat\|Number=Plur\|POS=PRON`, `Animacy=Inan\|Case=Ins\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Animacy=Anim\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Animacy=Anim\|Case=Gen\|Number=Plur\|POS=DET`, `Aspect=Perf\|Case=Gen\|Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Ins\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Ins\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Anim\|Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADV`, `Foreign=Yes\|POS=PART`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON`, `Aspect=Perf\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Act`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Animacy=Inan\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=DET`, `Case=Loc\|Gender=Fem\|POS=NUM`, `Animacy=Anim\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Perf\|POS=VERB\|Tense=Past\|VerbForm=Conv\|Voice=Mid`, `Aspect=Imp\|Case=Loc\|Number=Plur\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Gen\|Gender=Masc\|Number=Sing\|POS=PUNCT`, `Animacy=Anim\|Case=Loc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Aspect=Perf\|Case=Ins\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Aspect=Perf\|Case=Ins\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET`, `Animacy=Anim\|Aspect=Imp\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Case=Loc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=Third`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=PUNCT`, `Aspect=Imp\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Anim\|Case=Loc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Aspect=Perf\|Case=Nom\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Pass`, `Animacy=Inan\|Aspect=Perf\|Case=Acc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Animacy=Inan\|Case=Ins\|Gender=Fem\|Number=Sing\|POS=ADV`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=DET`, `Aspect=Imp\|Case=Loc\|Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part\|Voice=Act`, `Aspect=Perf\|Mood=Ind\|Number=Plur\|POS=VERB\|Person=First\|Tense=Fut\|VerbForm=Fin\|Voice=Mid`, `Case=Nom\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Aspect=Perf\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=Second\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Loc\|Number=Sing\|POS=PRON\|Person=First`, `Aspect=Imp\|Case=Ins\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Pres\|VerbForm=Part\|Voice=Act`, _(truncated: full list in pipeline meta)_ |
99
  | **`parser`** | `ROOT`, `acl`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `discourse`, `expl`, `fixed`, `flat`, `flat:foreign`, `flat:name`, `iobj`, `list`, `mark`, `nmod`, `nsubj`, `nsubj:pass`, `nummod`, `nummod:entity`, `nummod:gov`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `xcomp` |
 
100
  | **`ner`** | `LOC`, `ORG`, `PER` |
101
 
102
  </details>
 
105
 
106
  | Type | Score |
107
  | --- | --- |
108
+ | `TOKEN_ACC` | 99.84 |
109
  | `TOKEN_P` | 97.28 |
110
+ | `TOKEN_R` | 98.32 |
111
+ | `TOKEN_F` | 97.79 |
112
+ | `POS_ACC` | 98.87 |
113
+ | `MORPH_ACC` | 97.37 |
114
+ | `MORPH_MICRO_P` | 98.91 |
115
+ | `MORPH_MICRO_R` | 98.24 |
116
+ | `MORPH_MICRO_F` | 98.58 |
117
  | `SENTS_P` | 99.83 |
118
  | `SENTS_R` | 99.77 |
119
  | `SENTS_F` | 99.80 |
120
+ | `DEP_UAS` | 96.16 |
121
+ | `DEP_LAS` | 95.01 |
122
+ | `TAG_ACC` | 98.87 |
123
  | `LEMMA_ACC` | 0.00 |
124
  | `ENTS_P` | 94.47 |
125
+ | `ENTS_R` | 94.90 |
126
+ | `ENTS_F` | 94.68 |
accuracy.json CHANGED
@@ -1,68 +1,68 @@
1
  {
2
- "token_acc": 0.9984532137,
3
- "token_p": 0.9728314309,
4
- "token_r": 0.9833731269,
5
- "token_f": 0.9780738751,
6
- "pos_acc": 0.989438969,
7
- "morph_acc": 0.9750360578,
8
- "morph_micro_p": 0.9899275686,
9
- "morph_micro_r": 0.9834205827,
10
- "morph_micro_f": 0.9866633475,
11
  "morph_per_feat": {
12
  "Animacy": {
13
- "p": 0.9902884136,
14
- "r": 0.9811057497,
15
- "f": 0.9856756954
16
  },
17
  "Case": {
18
- "p": 0.9789074082,
19
- "r": 0.9723331623,
20
- "f": 0.9756092101
21
  },
22
  "Gender": {
23
- "p": 0.9883607286,
24
- "r": 0.9820998963,
25
- "f": 0.985220366
26
  },
27
  "Number": {
28
- "p": 0.9956976612,
29
- "r": 0.9894715034,
30
- "f": 0.9925748186
31
  },
32
  "Degree": {
33
- "p": 0.9884821061,
34
- "r": 0.9868583162,
35
- "f": 0.9876695438
36
  },
37
  "Aspect": {
38
- "p": 0.9911512415,
39
- "r": 0.9866966292,
40
- "f": 0.9889189189
41
  },
42
  "Mood": {
43
- "p": 0.9991307587,
44
- "r": 0.9975204562,
45
- "f": 0.9983249581
46
  },
47
  "Tense": {
48
- "p": 0.9942208462,
49
- "r": 0.9895234182,
50
- "f": 0.9918665706
51
  },
52
  "VerbForm": {
53
- "p": 0.9961173815,
54
- "r": 0.9916404494,
55
- "f": 0.9938738739
56
  },
57
  "Voice": {
58
- "p": 0.9920541761,
59
- "r": 0.9875955056,
60
- "f": 0.9898198198
61
  },
62
  "StyleVariant": {
63
- "p": 0.9930966469,
64
- "r": 0.9930966469,
65
- "f": 0.9930966469
66
  },
67
  "Polarity": {
68
  "p": 1.0,
@@ -70,126 +70,126 @@
70
  "f": 1.0
71
  },
72
  "Person": {
73
- "p": 0.9997730883,
74
- "r": 0.9939093165,
75
- "f": 0.9968325792
76
  },
77
  "Foreign": {
78
- "p": 0.9738118332,
79
- "r": 0.8685121107,
80
- "f": 0.9181527206
81
  },
82
  "Hyph": {
83
- "p": 1.0,
84
- "r": 0.5,
85
- "f": 0.6666666667
86
  }
87
  },
88
  "sents_p": 0.9982866933,
89
  "sents_r": 0.997716895,
90
  "sents_f": 0.9980017128,
91
- "dep_uas": 0.9622900464,
92
- "dep_las": 0.9511836543,
93
  "dep_las_per_type": {
94
  "case": {
95
- "p": 0.9923692887,
96
- "r": 0.9897585267,
97
- "f": 0.9910621884
98
  },
99
  "parataxis": {
100
- "p": 0.8902925532,
101
- "r": 0.8661060802,
102
- "f": 0.8780327869
103
  },
104
  "nmod": {
105
- "p": 0.931890278,
106
- "r": 0.9276492988,
107
- "f": 0.9297649523
108
  },
109
  "advmod": {
110
- "p": 0.9591697856,
111
- "r": 0.9526867185,
112
- "f": 0.9559172601
113
  },
114
  "obl": {
115
- "p": 0.9423548651,
116
- "r": 0.9358505887,
117
- "f": 0.9390914647
118
  },
119
  "amod": {
120
- "p": 0.9884763124,
121
- "r": 0.9824660633,
122
- "f": 0.985462024
123
  },
124
  "nsubj": {
125
- "p": 0.972394098,
126
- "r": 0.9677877783,
127
- "f": 0.9700854701
128
  },
129
  "root": {
130
- "p": 0.9906613303,
131
- "r": 0.9889649924,
132
- "f": 0.9898124345
133
  },
134
  "xcomp": {
135
- "p": 0.9576399395,
136
- "r": 0.962006079,
137
- "f": 0.959818044
138
  },
139
  "conj": {
140
- "p": 0.8876139048,
141
- "r": 0.9025394647,
142
- "f": 0.8950144632
143
  },
144
  "cc": {
145
- "p": 0.9746716698,
146
  "r": 0.9719363891,
147
- "f": 0.9733021077
148
  },
149
  "fixed": {
150
- "p": 0.9872773537,
151
  "r": 0.9872773537,
152
- "f": 0.9872773537
153
  },
154
  "mark": {
155
- "p": 0.969895288,
156
- "r": 0.9673629243,
157
- "f": 0.968627451
158
  },
159
  "ccomp": {
160
- "p": 0.9709543568,
161
- "r": 0.9790794979,
162
- "f": 0.975
163
  },
164
  "nummod:gov": {
165
- "p": 0.9705882353,
166
- "r": 0.9625,
167
- "f": 0.9665271967
168
  },
169
  "nummod": {
170
- "p": 0.9646246764,
171
- "r": 0.9490662139,
172
- "f": 0.9567821994
173
  },
174
  "obj": {
175
- "p": 0.9701042238,
176
- "r": 0.9663934426,
177
- "f": 0.9682452779
178
  },
179
  "det": {
180
- "p": 0.9725433526,
181
- "r": 0.9725433526,
182
- "f": 0.9725433526
183
  },
184
  "appos": {
185
- "p": 0.8879351454,
186
- "r": 0.7998281787,
187
- "f": 0.8415819209
188
  },
189
  "aux": {
190
- "p": 0.9439252336,
191
  "r": 0.9619047619,
192
- "f": 0.9528301887
193
  },
194
  "flat": {
195
  "p": 0.9952718676,
@@ -197,84 +197,84 @@
197
  "f": 0.9767981439
198
  },
199
  "flat:name": {
200
- "p": 0.9710444674,
201
- "r": 0.9700413223,
202
- "f": 0.9705426357
203
  },
204
  "iobj": {
205
- "p": 0.912568306,
206
- "r": 0.8391959799,
207
- "f": 0.8743455497
208
  },
209
  "acl": {
210
- "p": 0.9210191083,
211
- "r": 0.9026217228,
212
- "f": 0.9117276166
213
  },
214
  "obl:agent": {
215
- "p": 0.7733333333,
216
- "r": 0.7631578947,
217
- "f": 0.7682119205
218
  },
219
  "advcl": {
220
- "p": 0.8857808858,
221
- "r": 0.8675799087,
222
- "f": 0.8765859285
223
  },
224
  "cop": {
225
- "p": 0.924137931,
226
- "r": 0.9305555556,
227
- "f": 0.9273356401
228
  },
229
  "flat:foreign": {
230
- "p": 0.9705882353,
231
- "r": 0.825,
232
- "f": 0.8918918919
233
  },
234
  "aux:pass": {
235
- "p": 0.9913043478,
236
  "r": 0.9799426934,
237
- "f": 0.9855907781
238
  },
239
  "nsubj:pass": {
240
- "p": 0.9573529412,
241
- "r": 0.9503649635,
242
- "f": 0.9538461538
243
  },
244
  "acl:relcl": {
245
- "p": 0.817047817,
246
- "r": 0.8069815195,
247
- "f": 0.8119834711
248
  },
249
  "orphan": {
250
- "p": 0.7567567568,
251
  "r": 0.7777777778,
252
- "f": 0.7671232877
253
  },
254
  "discourse": {
255
- "p": 0.9393939394,
256
- "r": 0.9538461538,
257
- "f": 0.9465648855
258
  },
259
  "csubj": {
260
- "p": 0.9565217391,
261
- "r": 0.9295774648,
262
- "f": 0.9428571429
263
  },
264
  "expl": {
265
- "p": 0.875,
266
- "r": 0.7368421053,
267
- "f": 0.8
268
  },
269
  "compound": {
270
- "p": 0.6,
271
  "r": 0.3,
272
- "f": 0.4
273
  },
274
  "csubj:pass": {
275
- "p": 0.8888888889,
276
- "r": 0.7272727273,
277
- "f": 0.8
278
  },
279
  "nummod:entity": {
280
  "p": 1.0,
@@ -287,27 +287,27 @@
287
  "f": 0.0
288
  }
289
  },
290
- "tag_acc": 0.989438969,
291
- "lemma_acc": 2.15267e-05,
292
- "ents_p": 0.9447151739,
293
- "ents_r": 0.9463053358,
294
- "ents_f": 0.9455095863,
295
  "ents_per_type": {
296
  "PER": {
297
- "p": 0.959299039,
298
- "r": 0.9528354857,
299
- "f": 0.956056338
300
  },
301
  "LOC": {
302
- "p": 0.9707132735,
303
- "r": 0.9707132735,
304
- "f": 0.9707132735
305
  },
306
  "ORG": {
307
- "p": 0.9055690073,
308
- "r": 0.915320607,
309
- "f": 0.9104186952
310
  }
311
  },
312
- "speed": 3696.7899710592
313
  }
 
1
  {
2
+ "token_acc": 0.9984047451,
3
+ "token_p": 0.9727635194,
4
+ "token_r": 0.9831678569,
5
+ "token_f": 0.9779380158,
6
+ "pos_acc": 0.9887378346,
7
+ "morph_acc": 0.9736984816,
8
+ "morph_micro_p": 0.9891471725,
9
+ "morph_micro_r": 0.982424028,
10
+ "morph_micro_f": 0.9857741371,
11
  "morph_per_feat": {
12
  "Animacy": {
13
+ "p": 0.9896976812,
14
+ "r": 0.9801465031,
15
+ "f": 0.9848989368
16
  },
17
  "Case": {
18
+ "p": 0.9772645579,
19
+ "r": 0.970570517,
20
+ "f": 0.9739060349
21
  },
22
  "Gender": {
23
+ "p": 0.9872959467,
24
+ "r": 0.9811508155,
25
+ "f": 0.9842137891
26
  },
27
  "Number": {
28
+ "p": 0.9955832733,
29
+ "r": 0.9892078201,
30
+ "f": 0.9923853072
31
  },
32
  "Degree": {
33
+ "p": 0.9875591199,
34
+ "r": 0.9861396304,
35
+ "f": 0.9868488647
36
  },
37
  "Aspect": {
38
+ "p": 0.9906930514,
39
+ "r": 0.9855280899,
40
+ "f": 0.9881038212
41
  },
42
  "Mood": {
43
+ "p": 0.9990063346,
44
+ "r": 0.9971485247,
45
+ "f": 0.9980765651
46
  },
47
  "Tense": {
48
+ "p": 0.9938016529,
49
+ "r": 0.988085456,
50
+ "f": 0.9909353111
51
  },
52
  "VerbForm": {
53
+ "p": 0.9959338574,
54
+ "r": 0.990741573,
55
+ "f": 0.9933309301
56
  },
57
  "Voice": {
58
+ "p": 0.9913255625,
59
+ "r": 0.9861573034,
60
+ "f": 0.9887346792
61
  },
62
  "StyleVariant": {
63
+ "p": 0.9872423945,
64
+ "r": 0.9921104536,
65
+ "f": 0.9896704378
66
  },
67
  "Polarity": {
68
  "p": 1.0,
 
70
  "f": 1.0
71
  },
72
  "Person": {
73
+ "p": 0.9993194192,
74
+ "r": 0.9936837356,
75
+ "f": 0.9964936093
76
  },
77
  "Foreign": {
78
+ "p": 0.9678675755,
79
+ "r": 0.8598615917,
80
+ "f": 0.9106733852
81
  },
82
  "Hyph": {
83
+ "p": 0.0,
84
+ "r": 0.0,
85
+ "f": 0.0
86
  }
87
  },
88
  "sents_p": 0.9982866933,
89
  "sents_r": 0.997716895,
90
  "sents_f": 0.9980017128,
91
+ "dep_uas": 0.9616088468,
92
+ "dep_las": 0.9500784109,
93
  "dep_las_per_type": {
94
  "case": {
95
+ "p": 0.9928315412,
96
+ "r": 0.989006859,
97
+ "f": 0.9909155095
98
  },
99
  "parataxis": {
100
+ "p": 0.8854304636,
101
+ "r": 0.8648124191,
102
+ "f": 0.875
103
  },
104
  "nmod": {
105
+ "p": 0.9276480982,
106
+ "r": 0.9264419058,
107
+ "f": 0.9270446097
108
  },
109
  "advmod": {
110
+ "p": 0.9574105622,
111
+ "r": 0.9496451504,
112
+ "f": 0.9535120461
113
  },
114
  "obl": {
115
+ "p": 0.9402903314,
116
+ "r": 0.9292191095,
117
+ "f": 0.9347219386
118
  },
119
  "amod": {
120
+ "p": 0.9870867036,
121
+ "r": 0.9835972851,
122
+ "f": 0.985338905
123
  },
124
  "nsubj": {
125
+ "p": 0.9730244367,
126
+ "r": 0.9682614874,
127
+ "f": 0.9706371191
128
  },
129
  "root": {
130
+ "p": 0.989706443,
131
+ "r": 0.9878234399,
132
+ "f": 0.9887640449
133
  },
134
  "xcomp": {
135
+ "p": 0.9528089888,
136
+ "r": 0.9665653495,
137
+ "f": 0.9596378725
138
  },
139
  "conj": {
140
+ "p": 0.8873904248,
141
+ "r": 0.9032258065,
142
+ "f": 0.8952380952
143
  },
144
  "cc": {
145
+ "p": 0.9714820009,
146
  "r": 0.9719363891,
147
+ "f": 0.9717091419
148
  },
149
  "fixed": {
150
+ "p": 0.9860228717,
151
  "r": 0.9872773537,
152
+ "f": 0.9866497139
153
  },
154
  "mark": {
155
+ "p": 0.9643320363,
156
+ "r": 0.9706266319,
157
+ "f": 0.9674690956
158
  },
159
  "ccomp": {
160
+ "p": 0.9801462905,
161
+ "r": 0.9811715481,
162
+ "f": 0.9806586513
163
  },
164
  "nummod:gov": {
165
+ "p": 0.9725158562,
166
+ "r": 0.9583333333,
167
+ "f": 0.9653725079
168
  },
169
  "nummod": {
170
+ "p": 0.9663212435,
171
+ "r": 0.9499151104,
172
+ "f": 0.9580479452
173
  },
174
  "obj": {
175
+ "p": 0.9713813979,
176
+ "r": 0.9644808743,
177
+ "f": 0.9679188374
178
  },
179
  "det": {
180
+ "p": 0.9744711889,
181
+ "r": 0.9653179191,
182
+ "f": 0.9698729583
183
  },
184
  "appos": {
185
+ "p": 0.8937589328,
186
+ "r": 0.8058419244,
187
+ "f": 0.8475265417
188
  },
189
  "aux": {
190
+ "p": 0.9619047619,
191
  "r": 0.9619047619,
192
+ "f": 0.9619047619
193
  },
194
  "flat": {
195
  "p": 0.9952718676,
 
197
  "f": 0.9767981439
198
  },
199
  "flat:name": {
200
+ "p": 0.9698231009,
201
+ "r": 0.9628099174,
202
+ "f": 0.9663037843
203
  },
204
  "iobj": {
205
+ "p": 0.9172413793,
206
+ "r": 0.8354271357,
207
+ "f": 0.8744247206
208
  },
209
  "acl": {
210
+ "p": 0.9133247089,
211
+ "r": 0.8813982522,
212
+ "f": 0.8970775095
213
  },
214
  "obl:agent": {
215
+ "p": 0.7307692308,
216
+ "r": 0.75,
217
+ "f": 0.7402597403
218
  },
219
  "advcl": {
220
+ "p": 0.8925233645,
221
+ "r": 0.8721461187,
222
+ "f": 0.8822170901
223
  },
224
  "cop": {
225
+ "p": 0.897260274,
226
+ "r": 0.9097222222,
227
+ "f": 0.9034482759
228
  },
229
  "flat:foreign": {
230
+ "p": 0.9650537634,
231
+ "r": 0.8159090909,
232
+ "f": 0.8842364532
233
  },
234
  "aux:pass": {
235
+ "p": 0.9884393064,
236
  "r": 0.9799426934,
237
+ "f": 0.9841726619
238
  },
239
  "nsubj:pass": {
240
+ "p": 0.9548762737,
241
+ "r": 0.9576642336,
242
+ "f": 0.9562682216
243
  },
244
  "acl:relcl": {
245
+ "p": 0.8308977035,
246
+ "r": 0.81724846,
247
+ "f": 0.8240165631
248
  },
249
  "orphan": {
250
+ "p": 0.8,
251
  "r": 0.7777777778,
252
+ "f": 0.7887323944
253
  },
254
  "discourse": {
255
+ "p": 0.9365079365,
256
+ "r": 0.9076923077,
257
+ "f": 0.921875
258
  },
259
  "csubj": {
260
+ "p": 0.9710144928,
261
+ "r": 0.9436619718,
262
+ "f": 0.9571428571
263
  },
264
  "expl": {
265
+ "p": 0.8823529412,
266
+ "r": 0.7894736842,
267
+ "f": 0.8333333333
268
  },
269
  "compound": {
270
+ "p": 1.0,
271
  "r": 0.3,
272
+ "f": 0.4615384615
273
  },
274
  "csubj:pass": {
275
+ "p": 0.9090909091,
276
+ "r": 0.9090909091,
277
+ "f": 0.9090909091
278
  },
279
  "nummod:entity": {
280
  "p": 1.0,
 
287
  "f": 0.0
288
  }
289
  },
290
+ "tag_acc": 0.9887378346,
291
+ "lemma_acc": 2.15292e-05,
292
+ "ents_p": 0.9447050938,
293
+ "ents_r": 0.9489984851,
294
+ "ents_f": 0.9468469225,
295
  "ents_per_type": {
296
  "PER": {
297
+ "p": 0.9598870056,
298
+ "r": 0.9539584503,
299
+ "f": 0.9569135455
300
  },
301
  "LOC": {
302
+ "p": 0.9717514124,
303
+ "r": 0.9749645725,
304
+ "f": 0.9733553407
305
  },
306
  "ORG": {
307
+ "p": 0.9040501446,
308
+ "r": 0.9177679883,
309
+ "f": 0.9108574205
310
  }
311
  },
312
+ "speed": 3347.2727155533
313
  }
attribute_ruler/patterns CHANGED
Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ
 
config.cfg CHANGED
@@ -39,8 +39,9 @@ overwrite = true
39
  scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
40
 
41
  [components.morphologizer.model]
42
- @architectures = "spacy.Tagger.v1"
43
  nO = null
 
44
 
45
  [components.morphologizer.model.tok2vec]
46
  @architectures = "spacy.Tok2VecListener.v1"
@@ -70,7 +71,7 @@ nO = null
70
  @architectures = "spacy.MultiHashEmbed.v2"
71
  width = 96
72
  attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
73
- rows = [5000,2500,2500,2500,100]
74
  include_static_vectors = true
75
 
76
  [components.ner.model.tok2vec.encode]
@@ -108,8 +109,9 @@ overwrite = false
108
  scorer = {"@scorers":"spacy.senter_scorer.v1"}
109
 
110
  [components.senter.model]
111
- @architectures = "spacy.Tagger.v1"
112
  nO = null
 
113
 
114
  [components.senter.model.tok2vec]
115
  @architectures = "spacy.Tok2Vec.v2"
@@ -138,7 +140,7 @@ factory = "tok2vec"
138
  @architectures = "spacy.MultiHashEmbed.v2"
139
  width = ${components.tok2vec.model.encode:width}
140
  attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
141
- rows = [5000,2500,2500,2500,100]
142
  include_static_vectors = true
143
 
144
  [components.tok2vec.model.encode]
@@ -175,7 +177,7 @@ dropout = 0.1
175
  accumulate_gradient = 1
176
  patience = 5000
177
  max_epochs = 0
178
- max_steps = 0
179
  eval_frequency = 1000
180
  frozen_components = []
181
  before_to_disk = null
 
39
  scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
40
 
41
  [components.morphologizer.model]
42
+ @architectures = "spacy.Tagger.v2"
43
  nO = null
44
+ normalize = false
45
 
46
  [components.morphologizer.model.tok2vec]
47
  @architectures = "spacy.Tok2VecListener.v1"
 
71
  @architectures = "spacy.MultiHashEmbed.v2"
72
  width = 96
73
  attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
74
+ rows = [5000,1000,2500,2500,50]
75
  include_static_vectors = true
76
 
77
  [components.ner.model.tok2vec.encode]
 
109
  scorer = {"@scorers":"spacy.senter_scorer.v1"}
110
 
111
  [components.senter.model]
112
+ @architectures = "spacy.Tagger.v2"
113
  nO = null
114
+ normalize = false
115
 
116
  [components.senter.model.tok2vec]
117
  @architectures = "spacy.Tok2Vec.v2"
 
140
  @architectures = "spacy.MultiHashEmbed.v2"
141
  width = ${components.tok2vec.model.encode:width}
142
  attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
143
+ rows = [5000,1000,2500,2500,50]
144
  include_static_vectors = true
145
 
146
  [components.tok2vec.model.encode]
 
177
  accumulate_gradient = 1
178
  patience = 5000
179
  max_epochs = 0
180
+ max_steps = 100000
181
  eval_frequency = 1000
182
  frozen_components = []
183
  before_to_disk = null
meta.json CHANGED
@@ -1,14 +1,14 @@
1
  {
2
  "lang":"ru",
3
  "name":"core_news_lg",
4
- "version":"3.2.0",
5
  "description":"Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
6
  "author":"Explosion",
7
  "email":"contact@explosion.ai",
8
  "url":"https://explosion.ai",
9
  "license":"MIT",
10
- "spacy_version":">=3.2.0,<3.3.0",
11
- "spacy_git_version":"bb26550e2",
12
  "vectors":{
13
  "width":300,
14
  "vectors":500002,
@@ -919,10 +919,6 @@
919
  "punct",
920
  "xcomp"
921
  ],
922
- "senter":[
923
- "I",
924
- "S"
925
- ],
926
  "attribute_ruler":[
927
 
928
  ],
@@ -956,70 +952,70 @@
956
  "senter"
957
  ],
958
  "performance":{
959
- "token_acc":0.9984532137,
960
- "token_p":0.9728314309,
961
- "token_r":0.9833731269,
962
- "token_f":0.9780738751,
963
- "pos_acc":0.989438969,
964
- "morph_acc":0.9750360578,
965
- "morph_micro_p":0.9899275686,
966
- "morph_micro_r":0.9834205827,
967
- "morph_micro_f":0.9866633475,
968
  "morph_per_feat":{
969
  "Animacy":{
970
- "p":0.9902884136,
971
- "r":0.9811057497,
972
- "f":0.9856756954
973
  },
974
  "Case":{
975
- "p":0.9789074082,
976
- "r":0.9723331623,
977
- "f":0.9756092101
978
  },
979
  "Gender":{
980
- "p":0.9883607286,
981
- "r":0.9820998963,
982
- "f":0.985220366
983
  },
984
  "Number":{
985
- "p":0.9956976612,
986
- "r":0.9894715034,
987
- "f":0.9925748186
988
  },
989
  "Degree":{
990
- "p":0.9884821061,
991
- "r":0.9868583162,
992
- "f":0.9876695438
993
  },
994
  "Aspect":{
995
- "p":0.9911512415,
996
- "r":0.9866966292,
997
- "f":0.9889189189
998
  },
999
  "Mood":{
1000
- "p":0.9991307587,
1001
- "r":0.9975204562,
1002
- "f":0.9983249581
1003
  },
1004
  "Tense":{
1005
- "p":0.9942208462,
1006
- "r":0.9895234182,
1007
- "f":0.9918665706
1008
  },
1009
  "VerbForm":{
1010
- "p":0.9961173815,
1011
- "r":0.9916404494,
1012
- "f":0.9938738739
1013
  },
1014
  "Voice":{
1015
- "p":0.9920541761,
1016
- "r":0.9875955056,
1017
- "f":0.9898198198
1018
  },
1019
  "StyleVariant":{
1020
- "p":0.9930966469,
1021
- "r":0.9930966469,
1022
- "f":0.9930966469
1023
  },
1024
  "Polarity":{
1025
  "p":1.0,
@@ -1027,126 +1023,126 @@
1027
  "f":1.0
1028
  },
1029
  "Person":{
1030
- "p":0.9997730883,
1031
- "r":0.9939093165,
1032
- "f":0.9968325792
1033
  },
1034
  "Foreign":{
1035
- "p":0.9738118332,
1036
- "r":0.8685121107,
1037
- "f":0.9181527206
1038
  },
1039
  "Hyph":{
1040
- "p":1.0,
1041
- "r":0.5,
1042
- "f":0.6666666667
1043
  }
1044
  },
1045
  "sents_p":0.9982866933,
1046
  "sents_r":0.997716895,
1047
  "sents_f":0.9980017128,
1048
- "dep_uas":0.9622900464,
1049
- "dep_las":0.9511836543,
1050
  "dep_las_per_type":{
1051
  "case":{
1052
- "p":0.9923692887,
1053
- "r":0.9897585267,
1054
- "f":0.9910621884
1055
  },
1056
  "parataxis":{
1057
- "p":0.8902925532,
1058
- "r":0.8661060802,
1059
- "f":0.8780327869
1060
  },
1061
  "nmod":{
1062
- "p":0.931890278,
1063
- "r":0.9276492988,
1064
- "f":0.9297649523
1065
  },
1066
  "advmod":{
1067
- "p":0.9591697856,
1068
- "r":0.9526867185,
1069
- "f":0.9559172601
1070
  },
1071
  "obl":{
1072
- "p":0.9423548651,
1073
- "r":0.9358505887,
1074
- "f":0.9390914647
1075
  },
1076
  "amod":{
1077
- "p":0.9884763124,
1078
- "r":0.9824660633,
1079
- "f":0.985462024
1080
  },
1081
  "nsubj":{
1082
- "p":0.972394098,
1083
- "r":0.9677877783,
1084
- "f":0.9700854701
1085
  },
1086
  "root":{
1087
- "p":0.9906613303,
1088
- "r":0.9889649924,
1089
- "f":0.9898124345
1090
  },
1091
  "xcomp":{
1092
- "p":0.9576399395,
1093
- "r":0.962006079,
1094
- "f":0.959818044
1095
  },
1096
  "conj":{
1097
- "p":0.8876139048,
1098
- "r":0.9025394647,
1099
- "f":0.8950144632
1100
  },
1101
  "cc":{
1102
- "p":0.9746716698,
1103
  "r":0.9719363891,
1104
- "f":0.9733021077
1105
  },
1106
  "fixed":{
1107
- "p":0.9872773537,
1108
  "r":0.9872773537,
1109
- "f":0.9872773537
1110
  },
1111
  "mark":{
1112
- "p":0.969895288,
1113
- "r":0.9673629243,
1114
- "f":0.968627451
1115
  },
1116
  "ccomp":{
1117
- "p":0.9709543568,
1118
- "r":0.9790794979,
1119
- "f":0.975
1120
  },
1121
  "nummod:gov":{
1122
- "p":0.9705882353,
1123
- "r":0.9625,
1124
- "f":0.9665271967
1125
  },
1126
  "nummod":{
1127
- "p":0.9646246764,
1128
- "r":0.9490662139,
1129
- "f":0.9567821994
1130
  },
1131
  "obj":{
1132
- "p":0.9701042238,
1133
- "r":0.9663934426,
1134
- "f":0.9682452779
1135
  },
1136
  "det":{
1137
- "p":0.9725433526,
1138
- "r":0.9725433526,
1139
- "f":0.9725433526
1140
  },
1141
  "appos":{
1142
- "p":0.8879351454,
1143
- "r":0.7998281787,
1144
- "f":0.8415819209
1145
  },
1146
  "aux":{
1147
- "p":0.9439252336,
1148
  "r":0.9619047619,
1149
- "f":0.9528301887
1150
  },
1151
  "flat":{
1152
  "p":0.9952718676,
@@ -1154,84 +1150,84 @@
1154
  "f":0.9767981439
1155
  },
1156
  "flat:name":{
1157
- "p":0.9710444674,
1158
- "r":0.9700413223,
1159
- "f":0.9705426357
1160
  },
1161
  "iobj":{
1162
- "p":0.912568306,
1163
- "r":0.8391959799,
1164
- "f":0.8743455497
1165
  },
1166
  "acl":{
1167
- "p":0.9210191083,
1168
- "r":0.9026217228,
1169
- "f":0.9117276166
1170
  },
1171
  "obl:agent":{
1172
- "p":0.7733333333,
1173
- "r":0.7631578947,
1174
- "f":0.7682119205
1175
  },
1176
  "advcl":{
1177
- "p":0.8857808858,
1178
- "r":0.8675799087,
1179
- "f":0.8765859285
1180
  },
1181
  "cop":{
1182
- "p":0.924137931,
1183
- "r":0.9305555556,
1184
- "f":0.9273356401
1185
  },
1186
  "flat:foreign":{
1187
- "p":0.9705882353,
1188
- "r":0.825,
1189
- "f":0.8918918919
1190
  },
1191
  "aux:pass":{
1192
- "p":0.9913043478,
1193
  "r":0.9799426934,
1194
- "f":0.9855907781
1195
  },
1196
  "nsubj:pass":{
1197
- "p":0.9573529412,
1198
- "r":0.9503649635,
1199
- "f":0.9538461538
1200
  },
1201
  "acl:relcl":{
1202
- "p":0.817047817,
1203
- "r":0.8069815195,
1204
- "f":0.8119834711
1205
  },
1206
  "orphan":{
1207
- "p":0.7567567568,
1208
  "r":0.7777777778,
1209
- "f":0.7671232877
1210
  },
1211
  "discourse":{
1212
- "p":0.9393939394,
1213
- "r":0.9538461538,
1214
- "f":0.9465648855
1215
  },
1216
  "csubj":{
1217
- "p":0.9565217391,
1218
- "r":0.9295774648,
1219
- "f":0.9428571429
1220
  },
1221
  "expl":{
1222
- "p":0.875,
1223
- "r":0.7368421053,
1224
- "f":0.8
1225
  },
1226
  "compound":{
1227
- "p":0.6,
1228
  "r":0.3,
1229
- "f":0.4
1230
  },
1231
  "csubj:pass":{
1232
- "p":0.8888888889,
1233
- "r":0.7272727273,
1234
- "f":0.8
1235
  },
1236
  "nummod:entity":{
1237
  "p":1.0,
@@ -1244,37 +1240,31 @@
1244
  "f":0.0
1245
  }
1246
  },
1247
- "tag_acc":0.989438969,
1248
- "lemma_acc":0.0000215267,
1249
- "ents_p":0.9447151739,
1250
- "ents_r":0.9463053358,
1251
- "ents_f":0.9455095863,
1252
  "ents_per_type":{
1253
  "PER":{
1254
- "p":0.959299039,
1255
- "r":0.9528354857,
1256
- "f":0.956056338
1257
  },
1258
  "LOC":{
1259
- "p":0.9707132735,
1260
- "r":0.9707132735,
1261
- "f":0.9707132735
1262
  },
1263
  "ORG":{
1264
- "p":0.9055690073,
1265
- "r":0.915320607,
1266
- "f":0.9104186952
1267
  }
1268
  },
1269
- "speed":3696.7899710592
1270
  },
1271
  "sources":[
1272
- {
1273
- "name":"Lemmatization Lists",
1274
- "url":"https://github.com/michmech/lemmatization-lists/",
1275
- "license":"ODbL",
1276
- "author":"Michal M\u011bchura"
1277
- },
1278
  {
1279
  "name":"Nerus",
1280
  "url":"https://github.com/natasha/nerus",
 
1
  {
2
  "lang":"ru",
3
  "name":"core_news_lg",
4
+ "version":"3.3.0",
5
  "description":"Russian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
6
  "author":"Explosion",
7
  "email":"contact@explosion.ai",
8
  "url":"https://explosion.ai",
9
  "license":"MIT",
10
+ "spacy_version":">=3.3.0.dev0,<3.4.0",
11
+ "spacy_git_version":"849bef2de",
12
  "vectors":{
13
  "width":300,
14
  "vectors":500002,
 
919
  "punct",
920
  "xcomp"
921
  ],
 
 
 
 
922
  "attribute_ruler":[
923
 
924
  ],
 
952
  "senter"
953
  ],
954
  "performance":{
955
+ "token_acc":0.9984047451,
956
+ "token_p":0.9727635194,
957
+ "token_r":0.9831678569,
958
+ "token_f":0.9779380158,
959
+ "pos_acc":0.9887378346,
960
+ "morph_acc":0.9736984816,
961
+ "morph_micro_p":0.9891471725,
962
+ "morph_micro_r":0.982424028,
963
+ "morph_micro_f":0.9857741371,
964
  "morph_per_feat":{
965
  "Animacy":{
966
+ "p":0.9896976812,
967
+ "r":0.9801465031,
968
+ "f":0.9848989368
969
  },
970
  "Case":{
971
+ "p":0.9772645579,
972
+ "r":0.970570517,
973
+ "f":0.9739060349
974
  },
975
  "Gender":{
976
+ "p":0.9872959467,
977
+ "r":0.9811508155,
978
+ "f":0.9842137891
979
  },
980
  "Number":{
981
+ "p":0.9955832733,
982
+ "r":0.9892078201,
983
+ "f":0.9923853072
984
  },
985
  "Degree":{
986
+ "p":0.9875591199,
987
+ "r":0.9861396304,
988
+ "f":0.9868488647
989
  },
990
  "Aspect":{
991
+ "p":0.9906930514,
992
+ "r":0.9855280899,
993
+ "f":0.9881038212
994
  },
995
  "Mood":{
996
+ "p":0.9990063346,
997
+ "r":0.9971485247,
998
+ "f":0.9980765651
999
  },
1000
  "Tense":{
1001
+ "p":0.9938016529,
1002
+ "r":0.988085456,
1003
+ "f":0.9909353111
1004
  },
1005
  "VerbForm":{
1006
+ "p":0.9959338574,
1007
+ "r":0.990741573,
1008
+ "f":0.9933309301
1009
  },
1010
  "Voice":{
1011
+ "p":0.9913255625,
1012
+ "r":0.9861573034,
1013
+ "f":0.9887346792
1014
  },
1015
  "StyleVariant":{
1016
+ "p":0.9872423945,
1017
+ "r":0.9921104536,
1018
+ "f":0.9896704378
1019
  },
1020
  "Polarity":{
1021
  "p":1.0,
 
1023
  "f":1.0
1024
  },
1025
  "Person":{
1026
+ "p":0.9993194192,
1027
+ "r":0.9936837356,
1028
+ "f":0.9964936093
1029
  },
1030
  "Foreign":{
1031
+ "p":0.9678675755,
1032
+ "r":0.8598615917,
1033
+ "f":0.9106733852
1034
  },
1035
  "Hyph":{
1036
+ "p":0.0,
1037
+ "r":0.0,
1038
+ "f":0.0
1039
  }
1040
  },
1041
  "sents_p":0.9982866933,
1042
  "sents_r":0.997716895,
1043
  "sents_f":0.9980017128,
1044
+ "dep_uas":0.9616088468,
1045
+ "dep_las":0.9500784109,
1046
  "dep_las_per_type":{
1047
  "case":{
1048
+ "p":0.9928315412,
1049
+ "r":0.989006859,
1050
+ "f":0.9909155095
1051
  },
1052
  "parataxis":{
1053
+ "p":0.8854304636,
1054
+ "r":0.8648124191,
1055
+ "f":0.875
1056
  },
1057
  "nmod":{
1058
+ "p":0.9276480982,
1059
+ "r":0.9264419058,
1060
+ "f":0.9270446097
1061
  },
1062
  "advmod":{
1063
+ "p":0.9574105622,
1064
+ "r":0.9496451504,
1065
+ "f":0.9535120461
1066
  },
1067
  "obl":{
1068
+ "p":0.9402903314,
1069
+ "r":0.9292191095,
1070
+ "f":0.9347219386
1071
  },
1072
  "amod":{
1073
+ "p":0.9870867036,
1074
+ "r":0.9835972851,
1075
+ "f":0.985338905
1076
  },
1077
  "nsubj":{
1078
+ "p":0.9730244367,
1079
+ "r":0.9682614874,
1080
+ "f":0.9706371191
1081
  },
1082
  "root":{
1083
+ "p":0.989706443,
1084
+ "r":0.9878234399,
1085
+ "f":0.9887640449
1086
  },
1087
  "xcomp":{
1088
+ "p":0.9528089888,
1089
+ "r":0.9665653495,
1090
+ "f":0.9596378725
1091
  },
1092
  "conj":{
1093
+ "p":0.8873904248,
1094
+ "r":0.9032258065,
1095
+ "f":0.8952380952
1096
  },
1097
  "cc":{
1098
+ "p":0.9714820009,
1099
  "r":0.9719363891,
1100
+ "f":0.9717091419
1101
  },
1102
  "fixed":{
1103
+ "p":0.9860228717,
1104
  "r":0.9872773537,
1105
+ "f":0.9866497139
1106
  },
1107
  "mark":{
1108
+ "p":0.9643320363,
1109
+ "r":0.9706266319,
1110
+ "f":0.9674690956
1111
  },
1112
  "ccomp":{
1113
+ "p":0.9801462905,
1114
+ "r":0.9811715481,
1115
+ "f":0.9806586513
1116
  },
1117
  "nummod:gov":{
1118
+ "p":0.9725158562,
1119
+ "r":0.9583333333,
1120
+ "f":0.9653725079
1121
  },
1122
  "nummod":{
1123
+ "p":0.9663212435,
1124
+ "r":0.9499151104,
1125
+ "f":0.9580479452
1126
  },
1127
  "obj":{
1128
+ "p":0.9713813979,
1129
+ "r":0.9644808743,
1130
+ "f":0.9679188374
1131
  },
1132
  "det":{
1133
+ "p":0.9744711889,
1134
+ "r":0.9653179191,
1135
+ "f":0.9698729583
1136
  },
1137
  "appos":{
1138
+ "p":0.8937589328,
1139
+ "r":0.8058419244,
1140
+ "f":0.8475265417
1141
  },
1142
  "aux":{
1143
+ "p":0.9619047619,
1144
  "r":0.9619047619,
1145
+ "f":0.9619047619
1146
  },
1147
  "flat":{
1148
  "p":0.9952718676,
 
1150
  "f":0.9767981439
1151
  },
1152
  "flat:name":{
1153
+ "p":0.9698231009,
1154
+ "r":0.9628099174,
1155
+ "f":0.9663037843
1156
  },
1157
  "iobj":{
1158
+ "p":0.9172413793,
1159
+ "r":0.8354271357,
1160
+ "f":0.8744247206
1161
  },
1162
  "acl":{
1163
+ "p":0.9133247089,
1164
+ "r":0.8813982522,
1165
+ "f":0.8970775095
1166
  },
1167
  "obl:agent":{
1168
+ "p":0.7307692308,
1169
+ "r":0.75,
1170
+ "f":0.7402597403
1171
  },
1172
  "advcl":{
1173
+ "p":0.8925233645,
1174
+ "r":0.8721461187,
1175
+ "f":0.8822170901
1176
  },
1177
  "cop":{
1178
+ "p":0.897260274,
1179
+ "r":0.9097222222,
1180
+ "f":0.9034482759
1181
  },
1182
  "flat:foreign":{
1183
+ "p":0.9650537634,
1184
+ "r":0.8159090909,
1185
+ "f":0.8842364532
1186
  },
1187
  "aux:pass":{
1188
+ "p":0.9884393064,
1189
  "r":0.9799426934,
1190
+ "f":0.9841726619
1191
  },
1192
  "nsubj:pass":{
1193
+ "p":0.9548762737,
1194
+ "r":0.9576642336,
1195
+ "f":0.9562682216
1196
  },
1197
  "acl:relcl":{
1198
+ "p":0.8308977035,
1199
+ "r":0.81724846,
1200
+ "f":0.8240165631
1201
  },
1202
  "orphan":{
1203
+ "p":0.8,
1204
  "r":0.7777777778,
1205
+ "f":0.7887323944
1206
  },
1207
  "discourse":{
1208
+ "p":0.9365079365,
1209
+ "r":0.9076923077,
1210
+ "f":0.921875
1211
  },
1212
  "csubj":{
1213
+ "p":0.9710144928,
1214
+ "r":0.9436619718,
1215
+ "f":0.9571428571
1216
  },
1217
  "expl":{
1218
+ "p":0.8823529412,
1219
+ "r":0.7894736842,
1220
+ "f":0.8333333333
1221
  },
1222
  "compound":{
1223
+ "p":1.0,
1224
  "r":0.3,
1225
+ "f":0.4615384615
1226
  },
1227
  "csubj:pass":{
1228
+ "p":0.9090909091,
1229
+ "r":0.9090909091,
1230
+ "f":0.9090909091
1231
  },
1232
  "nummod:entity":{
1233
  "p":1.0,
 
1240
  "f":0.0
1241
  }
1242
  },
1243
+ "tag_acc":0.9887378346,
1244
+ "lemma_acc":0.0000215292,
1245
+ "ents_p":0.9447050938,
1246
+ "ents_r":0.9489984851,
1247
+ "ents_f":0.9468469225,
1248
  "ents_per_type":{
1249
  "PER":{
1250
+ "p":0.9598870056,
1251
+ "r":0.9539584503,
1252
+ "f":0.9569135455
1253
  },
1254
  "LOC":{
1255
+ "p":0.9717514124,
1256
+ "r":0.9749645725,
1257
+ "f":0.9733553407
1258
  },
1259
  "ORG":{
1260
+ "p":0.9040501446,
1261
+ "r":0.9177679883,
1262
+ "f":0.9108574205
1263
  }
1264
  },
1265
+ "speed":3347.2727155533
1266
  },
1267
  "sources":[
 
 
 
 
 
 
1268
  {
1269
  "name":"Nerus",
1270
  "url":"https://github.com/natasha/nerus",
morphologizer/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7a88aaa45b756791c69c52ac746bff7797e950514f02dc897c2c5a9e0359b2d4
3
- size 332130
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e81b7379f0f9d8914f7305335ee4f07964a3e9513e59144fd240f44107273591
3
+ size 332182
ner/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:da6bd93168a8f7873af150220c1d54ed217d7d3bc3542ba9c11c2518f342dc1f
3
- size 7090752
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:79536108de2305eff62ef55bbe860618b23a77012e455c9597b9e2f4d6f187b3
3
+ size 6495552
parser/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3b4691cfdbf2767e7dd50853a8d79628ca569ba263c35bbb867808698d8b48bb
3
- size 312109
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:18e58dac48ca902490d9f56214404e46247d7e025fd7e4d845e683bc02c85b69
3
+ size 312369
parser/moves CHANGED
@@ -1 +1 @@
1
- ��moves�h{"0":{"":8647274},"1":{"":8191689},"2":{"case":2078671,"amod":1429395,"punct":1396954,"nsubj":904275,"obl":573046,"advmod":475829,"cc":386076,"mark":256607,"det":253893,"nummod":233068,"parataxis":103912,"nsubj:pass":103780,"obj":99288,"nummod:gov":83185,"aux:pass":70326,"iobj":39825,"acl":33508,"nmod":25539,"advcl":21698,"cop":21378,"aux":17613,"xcomp":17467,"discourse":9287,"csubj":4537,"expl":3766,"orphan":2148,"compound":1030,"csubj:pass":380,"ccomp":278,"appos":167,"obl:agent":104,"flat:foreign":101,"conj":90,"dep":0},"3":{"nmod":2128871,"punct":1593077,"obl":917866,"obj":565839,"conj":559864,"appos":434232,"nsubj":315649,"xcomp":209534,"flat:name":197516,"parataxis":183783,"ccomp":156361,"fixed":137395,"acl":118906,"flat":107728,"iobj":103678,"acl:relcl":100987,"flat:foreign":90210,"advmod":68501,"advcl":58863,"nsubj:pass":49780,"csubj":21180,"obl:agent":14928,"amod":13263,"nummod":10561,"cop":7023,"det":5545,"orphan":4925,"aux":4245,"compound":3902,"csubj:pass":1889,"case":1727,"nummod:entity":1486,"nummod:gov":897,"aux:pass":702,"list":437,"discourse":234,"mark":49,"cc":42,"dep":0},"4":{"ROOT":1009415}}�cfg��neg_key�
 
1
+ ��moves�v{"0":{"":8623014},"1":{"":8201040},"2":{"case":2080436,"punct":1433977,"amod":1401501,"nsubj":884787,"obl":566373,"advmod":471644,"cc":391181,"mark":256969,"det":249026,"nummod":230457,"parataxis":102829,"nsubj:pass":102743,"obj":97674,"nummod:gov":82662,"aux:pass":70462,"iobj":40693,"acl":33864,"nmod":25795,"advcl":21705,"cop":21563,"aux":17651,"xcomp":17399,"discourse":9331,"csubj":4541,"expl":3841,"orphan":2124,"compound":599,"csubj:pass":380,"ccomp":279,"appos":185,"flat:foreign":108,"obl:agent":96,"conj":81,"flat:name":31,"dep":0},"3":{"nmod":2120093,"punct":1614337,"obl":889071,"obj":559910,"conj":556957,"appos":457982,"nsubj":303016,"xcomp":208570,"flat:name":197461,"parataxis":186926,"ccomp":156580,"fixed":137644,"acl":121963,"flat":111132,"iobj":103152,"acl:relcl":102881,"flat:foreign":101115,"advmod":67282,"advcl":58876,"nsubj:pass":49237,"csubj":21222,"nummod":15893,"obl:agent":14463,"amod":13570,"cop":7035,"det":5443,"orphan":5000,"aux":4249,"case":2054,"compound":2025,"csubj:pass":1891,"nummod:entity":1628,"nummod:gov":839,"aux:pass":704,"list":467,"discourse":255,"cc":52,"mark":50,"dep":0},"4":{"ROOT":1011842}}�cfg��neg_key�
ru_core_news_lg-any-py3-none-any.whl CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:5de86bfcc2ea51d4ebaba261e2da22a088187f8f69f7415deffe04a46ca8cc85
3
- size 514481859
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0b79e15822861fa4aa56b23bca4bbc4cc0dffd02c2dfc69ee6e53f93a1fb945a
3
+ size 513363859
senter/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:b24f51bb080da1223037a3854cc6556e5df0fee9412bb6deecf8dc3006cfd3f5
3
- size 219901
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f83dc6841e9049023a9fb1a19644fc77db83e6ee04f78d1b205585487ca71328
3
+ size 219953
tok2vec/model CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:bae4a41b8dc887f50fee4973e5edb5d391949a38b0a73b897416e9d1812337b6
3
- size 6960804
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cd4705c17cd42d0b3470364b0ecdb8cfbadcdf2df3fc259882336995982727d2
3
+ size 6365604
tokenizer CHANGED
The diff for this file is too large to render. See raw diff
 
vocab/strings.json CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c32da391b5a797e7fb3da9addd5ae6aa3f2b2348378416fe6ddfdf96577e6c5c
3
- size 48943143
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a2e7d77595f9cbf643abccf2f08c29790be93bb1063a2c9416c58b0f2cb618c7
3
+ size 48978801