diff --git a/.gitattributes b/.gitattributes index 07f0db3339ad9053dc95b284c4ae14e014efff89..8ef418e298950a287f2071c3cc6ba03c22f9fe8d 100644 --- a/.gitattributes +++ b/.gitattributes @@ -14,3 +14,7 @@ *.pb filter=lfs diff=lfs merge=lfs -text *.pt filter=lfs diff=lfs merge=lfs -text *.pth filter=lfs diff=lfs merge=lfs -text +*.whl filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*strings.json filter=lfs diff=lfs merge=lfs -text +vectors filter=lfs diff=lfs merge=lfs -text diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000000000000000000000000000000000000..f288702d2fa16d3cdf0035b15a9fcbc552cd88e7 --- /dev/null +++ b/LICENSE @@ -0,0 +1,674 @@ + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 + + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. + + Preamble + + The GNU General Public License is a free, copyleft license for +software and other kinds of works. + + The licenses for most software and other practical works are designed +to take away your freedom to share and change the works. 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If not, see . + +Also add information on how to contact you by electronic and paper mail. + + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: + + Copyright (C) + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. + This is free software, and you are welcome to redistribute it + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. diff --git a/LICENSES_SOURCES b/LICENSES_SOURCES new file mode 100644 index 0000000000000000000000000000000000000000..392597dd7322a9d81d1398a062c63dad77472b93 --- /dev/null +++ b/LICENSES_SOURCES @@ -0,0 +1,176 @@ +# UD Spanish AnCora v2.5 + +* Author: Martínez Alonso, Héctor; Zeman, Daniel +* URL: https://github.com/UniversalDependencies/UD_Spanish-AnCora +* License: GNU GPL 3.0 + +``` +GNU GENERAL PUBLIC LICENSE 3.0 +http://www.gnu.org/licenses/gpl.html``` + + + + +# WikiNER + +* Author: Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran +* URL: https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500 +* License: CC BY 4.0 + +``` +By exercising the Licensed Rights (defined below), You accept and agree to be bound by the terms and conditions of this Creative Commons Attribution 4.0 International Public License ("Public License"). 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Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer. + +| Feature | Description | +| --- | --- | +| **Name** | `es_core_news_lg` | +| **Version** | `3.1.0` | +| **spaCy** | `>=3.1.0,<3.2.0` | +| **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` | +| **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` | +| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) | +| **Sources** | [UD Spanish AnCora v2.5](https://github.com/UniversalDependencies/UD_Spanish-AnCora) (Martínez Alonso, Héctor; Zeman, Daniel)
[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)
[spaCy lookups data](https://github.com/explosion/spacy-lookups-data) (Explosion)
[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) | +| **License** | `GNU GPL 3.0` | +| **Author** | [Explosion](https://explosion.ai) | + +### Label Scheme + +
+ +View label scheme (414 labels for 4 components) + +| Component | Labels | +| --- | --- | +| **`morphologizer`** | `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `AdpType=Preppron\|POS=ADP`, `Gender=Masc\|Number=Sing\|POS=ADJ`, `AdpType=Prep\|POS=ADP`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Acc,Dat\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=VERB\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Int,Rel`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=SCONJ`, `POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Number=Plur\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=PUNCT\|PunctType=Peri`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=PUNCT\|PunctType=Comm`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Number=Plur\|POS=ADJ`, `POS=CCONJ`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=ADV`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Tot`, `POS=PRON\|PronType=Ind`, `POS=ADV\|Polarity=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Number=Plur\|POS=PRON\|PronType=Int,Rel`, `POS=PUNCT\|PunctType=Quot`, `POS=PUNCT`, `Gender=Masc\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Brck`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Brck`, `NumForm=Digit\|NumType=Card\|POS=NUM`, `NumType=Card\|POS=NUM`, `POS=VERB\|VerbForm=Ger`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Number=Sing\|POS=NOUN`, `Gender=Masc\|Number=Plur\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=ADJ\|VerbForm=Part`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|POS=ADV`, `POS=AUX\|VerbForm=Inf`, `Number=Plur\|POS=DET\|PronType=Ind`, `Number=Plur\|POS=DET\|PronType=Dem`, `Degree=Cmp\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `AdvType=Tim\|POS=NOUN`, `AdpType=Prep\|POS=ADV`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `NumType=Card\|Number=Plur\|POS=NUM`, `AdpType=Preppron\|POS=ADV`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumForm=Digit\|POS=NOUN`, `Number=Sing\|POS=PRON\|PronType=Dem`, `AdpType=Preppron\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=ADJ`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Gender=Masc\|NumType=Ord\|Number=Sing\|POS=ADJ`, `Gender=Masc\|NumType=Ord\|Number=Plur\|POS=ADJ`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=AUX\|Tense=Past\|VerbForm=Part`, `Number=Sing\|POS=DET\|PronType=Tot`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Degree=Cmp\|Number=Plur\|POS=ADJ`, `POS=AUX\|VerbForm=Ger`, `Gender=Fem\|POS=NOUN`, `Gender=Fem\|NumType=Ord\|Number=Sing\|POS=ADJ`, `AdvType=Tim\|POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=ADJ\|VerbForm=Part`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Number=Sing\|POS=PRON\|PronType=Int,Rel`, `POS=ADJ`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Tot`, `Case=Acc,Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc,Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Tot`, `Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PART`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=3\|VerbForm=Fin`, `NumForm=Digit\|POS=SYM`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumForm=Digit\|NumType=Frac\|POS=NUM`, `Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Definite=Ind\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PUNCT\|PunctType=Colo`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Neg`, `POS=PUNCT\|PunctType=Semi`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `POS=INTJ`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Fut\|VerbForm=Fin`, `Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `AdpType=Prep\|POS=ADJ`, `Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PUNCT\|PunctType=Dash`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=NUM`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=NUM`, `Gender=Masc\|POS=NOUN`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc,Dat\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=NOUN\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc,Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Tot`, `POS=DET\|PronType=Ind`, `POS=DET\|PronType=Int,Rel`, `AdvType=Tim\|POS=ADV`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=3\|VerbForm=Fin`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Qest`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Qest`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Cnd\|Number=Plur\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Abs\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `POS=PUNCT\|PunctSide=Ini\|PunctType=Excl`, `POS=PUNCT\|PunctSide=Fin\|PunctType=Excl`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=3\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Masc\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=1\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Definite=Ind\|Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=SCONJ\|PronType=Int,Rel`, `Case=Acc\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `NumType=Card\|Number=Sing\|POS=DET\|PronType=Ind`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc,Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Imp\|VerbForm=Fin`, `POS=SYM`, `Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Nom\|Number=Sing\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Cnd\|Number=Sing\|POS=VERB\|Person=2\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Mood=Cnd\|Number=Plur\|POS=AUX\|Person=1\|VerbForm=Fin`, `NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Abs\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Int,Rel`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc,Nom\|Number=Plur\|POS=PRON\|Person=2\|Polite=Form\|PronType=Prs`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Com\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Imp\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PrepCase=Pre\|PronType=Prs`, `Mood=Cnd\|Number=Sing\|POS=AUX\|Person=2\|VerbForm=Fin`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Number=Sing\|POS=NOUN\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Fut\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Tot`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Int,Rel`, `Case=Dat\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `Number=Sing\|POS=VERB\|VerbForm=Fin`, `POS=VERB\|VerbForm=Fin`, `Degree=Abs\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Degree=Abs\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc,Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `AdpType=Prep\|Degree=Cmp\|POS=ADV`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Imp\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=DET\|PronType=Dem`, `Definite=Ind\|Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=AUX\|VerbForm=Fin`, `Case=Acc,Dat\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Sing\|POS=DET\|PronType=Int,Rel`, `Gender=Masc\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Mood=Ind\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Plur\|POS=PRON\|Person=2\|PrepCase=Npr\|PronType=Prs`, `Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Fut\|VerbForm=Fin`, `Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|PunctType=Quot\|VerbForm=Inf`, `Case=Com\|POS=PRON\|Person=3\|PrepCase=Pre\|PronType=Prs\|Reflex=Yes`, `NumForm=Digit\|NumType=Frac\|POS=SYM`, `Case=Dat\|Number=Sing\|POS=AUX\|Person=3\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Ind`, `Gender=Masc\|Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc,Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PrepCase=Npr\|PronType=Prs`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Ind`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=2\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Number=Sing\|POS=PRON\|PronType=Tot`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Ger`, `NumType=Card\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=PRON\|PronType=Dem`, `POS=AUX\|VerbForm=Fin`, `Gender=Fem\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Int,Rel`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `AdvType=Tim\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|NumType=Card\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Ind`, `Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Gender=Masc\|Number=Sing\|POS=NOUN\|VerbForm=Part`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=AUX\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Gender=Masc\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Case=Acc,Dat\|Number=Sing\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Ger`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|Poss=Yes\|PronType=Prs`, `Case=Com\|Number=Sing\|POS=PRON\|Person=1\|PrepCase=Pre\|PronType=Prs`, `POS=X`, `Case=Com\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `POS=ADP`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Plur,Sing\|POS=VERB\|Person=1,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Case=Acc,Dat\|Number=Sing\|POS=AUX\|Person=1\|PrepCase=Npr\|PronType=Prs\|VerbForm=Inf`, `Case=Acc\|Gender=Masc\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2\|VerbForm=Fin`, `Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|Poss=Yes\|PronType=Ind`, `Case=Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=3\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Mood=Imp\|Number=Sing\|POS=VERB\|Person=2,3\|PrepCase=Npr\|PronType=Prs\|VerbForm=Fin`, `Gender=Fem\|Number=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Case=Acc,Dat\|Number=Plur\|POS=VERB\|Person=1\|PrepCase=Npr\|PronType=Prs\|Reflex=Yes\|VerbForm=Ger`, `Gender=Fem\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=NOUN\|PunctType=Comm`, `Degree=Cmp\|POS=ADJ`, `Gender=Masc\|POS=ADJ`, `Degree=Abs\|Gender=Masc\|NumType=Card\|Number=Plur\|POS=PRON\|PronType=Ind`, `POS=PRON\|PronType=Neg`, `Gender=Fem\|Number=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Ind`, `Number=Sing\|POS=DET\|PronType=Int,Rel` | +| **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `compound`, `conj`, `cop`, `csubj`, `dep`, `det`, `expl:pass`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `parataxis`, `punct`, `xcomp` | +| **`senter`** | `I`, `S` | +| **`ner`** | `LOC`, `MISC`, `ORG`, `PER` | + +
+ +### Accuracy + +| Type | Score | +| --- | --- | +| `TOKEN_ACC` | 100.00 | +| `TAG_ACC` | 97.60 | +| `POS_ACC` | 98.54 | +| `MORPH_ACC` | 98.26 | +| `LEMMA_ACC` | 98.66 | +| `DEP_UAS` | 91.24 | +| `DEP_LAS` | 88.27 | +| `SENTS_P` | 96.04 | +| `SENTS_R` | 98.03 | +| `SENTS_F` | 97.03 | +| `ENTS_P` | 89.83 | +| `ENTS_R` | 89.98 | +| `ENTS_F` | 89.91 | \ No newline at end of file diff --git a/accuracy.json b/accuracy.json new file mode 100644 index 0000000000000000000000000000000000000000..3084815a7f44cc97b57c22e492f3579951113474 --- /dev/null +++ b/accuracy.json @@ -0,0 +1,302 @@ +{ + "token_acc": 0.9999712591, + "tag_acc": 0.9760483059, + "pos_acc": 0.9853836201, + "morph_acc": 0.9825829395, + "lemma_acc": 0.9866405995, + "dep_uas": 0.91242904, + "dep_las": 0.8826830252, + "sents_p": 0.9604010025, + "sents_r": 0.9803211587, + "sents_f": 0.9702588474, + "speed": 9686.8354741458, + "morph_per_feat": { + "Definite": { + "p": 0.9986493331, + "r": 0.9988179669, + "f": 0.9987336429 + }, + "Gender": { + "p": 0.9954489954, + "r": 0.9876651982, + "f": 0.991541821 + }, + "Number": { + "p": 0.9980570735, + "r": 0.9900819146, + "f": 0.9940534984 + }, + "PronType": { + "p": 0.9977487136, + "r": 0.9917945439, + "f": 0.9947627191 + }, + "PunctType": { + "p": 0.9995216074, + "r": 0.9992029332, + "f": 0.9993622449 + }, + "AdpType": { + "p": 0.9995323278, + "r": 0.9965030889, + "f": 0.9980154098 + }, + "VerbForm": { + "p": 0.9927797834, + "r": 0.9884356931, + "f": 0.9906029757 + }, + "Mood": { + "p": 0.9912302681, + "r": 0.9835902536, + "f": 0.9873954823 + }, + "Person": { + "p": 0.9936864258, + "r": 0.9860772711, + "f": 0.9898672257 + }, + "Tense": { + "p": 0.9910652921, + "r": 0.9860952815, + "f": 0.9885740402 + }, + "NumForm": { + "p": 0.9868421053, + "r": 0.9724473258, + "f": 0.9795918367 + }, + "NumType": { + "p": 0.9793459552, + "r": 0.9571068124, + "f": 0.9680986814 + }, + "Poss": { + "p": 0.9981751825, + "r": 1.0, + "f": 0.999086758 + }, + "PunctSide": { + "p": 0.997995992, + "r": 0.996, + "f": 0.996996997 + }, + "Case": { + "p": 0.9991503823, + "r": 0.9865771812, + "f": 0.9928239764 + }, + "PrepCase": { + "p": 1.0, + "r": 0.9855371901, + "f": 0.9927159209 + }, + "Reflex": { + "p": 1.0, + "r": 0.9903691814, + "f": 0.9951612903 + }, + "Degree": { + "p": 0.9889705882, + "r": 0.9572953737, + "f": 0.972875226 + }, + "Polarity": { + "p": 1.0, + "r": 0.9935064935, + "f": 0.996742671 + }, + "AdvType": { + "p": 0.9619565217, + "r": 0.9414893617, + "f": 0.9516129032 + }, + "Number[psor]": { + "p": 0.9722222222, + "r": 1.0, + "f": 0.985915493 + } + }, + "dep_las_per_type": { + "det": { + "p": 0.9758064516, + "r": 0.9824786325, + "f": 0.9791311755 + }, + "nsubj": { + "p": 0.896348211, + "r": 0.8888076079, + "f": 0.8925619835 + }, + "case": { + "p": 0.9654703643, + "r": 0.9662585034, + "f": 0.9658642731 + }, + "amod": { + "p": 0.9228340933, + "r": 0.916086351, + "f": 0.919447842 + }, + "nmod": { + "p": 0.8374801482, + "r": 0.8377018798, + "f": 0.8375909993 + }, + "mark": { + "p": 0.9028815368, + "r": 0.9185667752, + "f": 0.91065662 + }, + "acl": { + "p": 0.7471374046, + "r": 0.7457142857, + "f": 0.7464251668 + }, + "advcl": { + "p": 0.5992907801, + "r": 0.6251541307, + "f": 0.611949306 + }, + "nummod": { + "p": 0.896925859, + "r": 0.8747795414, + "f": 0.8857142857 + }, + "obj": { + "p": 0.8400112076, + "r": 0.8710052295, + "f": 0.8552274996 + }, + "obl": { + "p": 0.7383669886, + "r": 0.7256255393, + "f": 0.7319408181 + }, + "advmod": { + "p": 0.8452447946, + "r": 0.8363028953, + "f": 0.84075007 + }, + "fixed": { + "p": 0.855656697, + "r": 0.8371501272, + "f": 0.8463022508 + }, + "cc": { + "p": 0.9288674033, + "r": 0.9218642906, + "f": 0.9253525972 + }, + "conj": { + "p": 0.7135348226, + "r": 0.6930440332, + "f": 0.7031401748 + }, + "root": { + "p": 0.9169157203, + "r": 0.9274486094, + "f": 0.922152089 + }, + "flat": { + "p": 0.8997805413, + "r": 0.9234234234, + "f": 0.9114486847 + }, + "xcomp": { + "p": 0.8320413437, + "r": 0.7911547912, + "f": 0.8110831234 + }, + "compound": { + "p": 0.875, + "r": 0.756, + "f": 0.8111587983 + }, + "cop": { + "p": 0.8993576017, + "r": 0.9012875536, + "f": 0.9003215434 + }, + "ccomp": { + "p": 0.8269581056, + "r": 0.8501872659, + "f": 0.838411819 + }, + "iobj": { + "p": 0.7903225806, + "r": 0.5444444444, + "f": 0.6447368421 + }, + "aux": { + "p": 0.9572039943, + "r": 0.9544807966, + "f": 0.9558404558 + }, + "appos": { + "p": 0.6600790514, + "r": 0.6987447699, + "f": 0.6788617886 + }, + "csubj": { + "p": 0.7472527473, + "r": 0.7157894737, + "f": 0.7311827957 + }, + "expl:pass": { + "p": 0.4761904762, + "r": 0.2222222222, + "f": 0.303030303 + }, + "parataxis": { + "p": 0.6481481481, + "r": 0.4117647059, + "f": 0.5035971223 + }, + "orphan": { + "p": 0.0, + "r": 0.0, + "f": 0.0 + }, + "dep": { + "p": 0.0, + "r": 0.0, + "f": 0.0 + }, + "nsubj:pass": { + "p": 0.0, + "r": 0.0, + "f": 0.0 + }, + "aux:pass": { + "p": 0.0, + "r": 0.0, + "f": 0.0 + } + }, + "ents_p": 0.8983054291, + "ents_r": 0.8998046159, + "ents_f": 0.8990543976, + "ents_per_type": { + "LOC": { + "p": 0.8954000489, + "r": 0.9073140496, + "f": 0.9013176799 + }, + "PER": { + "p": 0.942722277, + "r": 0.954013974, + "f": 0.9483345145 + }, + "MISC": { + "p": 0.8419041554, + "r": 0.8035253001, + "f": 0.8222671435 + }, + "ORG": { + "p": 0.8497274236, + "r": 0.8285186041, + "f": 0.8389890007 + } + } +} \ No newline at end of file diff --git a/attribute_ruler/patterns b/attribute_ruler/patterns new file mode 100644 index 0000000000000000000000000000000000000000..87a9a948b9513b170eaf8a93cbdea760e83ed117 Binary files /dev/null and b/attribute_ruler/patterns differ diff --git a/config.cfg b/config.cfg new file mode 100644 index 0000000000000000000000000000000000000000..5f921dfc104e25bedae4602f7a1c993a978c6ffb --- /dev/null +++ b/config.cfg @@ -0,0 +1,262 @@ +[paths] +train = "corpus/es-dep-news/train.spacy" +dev = "corpus/es-dep-news/dev.spacy" +vectors = "corpus/es_vectors" +raw = null +init_tok2vec = null +vocab_data = null + +[system] +gpu_allocator = null +seed = 0 + +[nlp] +lang = "es" +pipeline = ["tok2vec","morphologizer","parser","senter","attribute_ruler","lemmatizer","ner"] +disabled = ["senter"] +before_creation = null +after_creation = null +after_pipeline_creation = null +batch_size = 256 +tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"} + +[components] + +[components.attribute_ruler] +factory = "attribute_ruler" +validate = false + +[components.lemmatizer] +factory = "lemmatizer" +mode = "rule" +model = null +overwrite = false + +[components.morphologizer] +factory = "morphologizer" + +[components.morphologizer.model] +@architectures = "spacy.Tagger.v1" +nO = null + +[components.morphologizer.model.tok2vec] +@architectures = "spacy.Tok2VecListener.v1" +width = ${components.tok2vec.model.encode:width} +upstream = "tok2vec" + +[components.ner] +factory = "ner" +incorrect_spans_key = null +moves = null +update_with_oracle_cut_size = 100 + +[components.ner.model] +@architectures = "spacy.TransitionBasedParser.v2" +state_type = "ner" +extra_state_tokens = false +hidden_width = 64 +maxout_pieces = 2 +use_upper = true +nO = null + +[components.ner.model.tok2vec] +@architectures = "spacy.Tok2Vec.v2" + +[components.ner.model.tok2vec.embed] +@architectures = "spacy.MultiHashEmbed.v2" +width = 96 +attrs = ["NORM","PREFIX","SUFFIX","SHAPE"] +rows = [5000,2500,2500,2500] +include_static_vectors = true + +[components.ner.model.tok2vec.encode] +@architectures = "spacy.MaxoutWindowEncoder.v2" +width = 96 +depth = 4 +window_size = 1 +maxout_pieces = 3 + +[components.parser] +factory = "parser" +learn_tokens = false +min_action_freq = 30 +moves = null +update_with_oracle_cut_size = 100 + +[components.parser.model] +@architectures = "spacy.TransitionBasedParser.v2" +state_type = "parser" +extra_state_tokens = false +hidden_width = 64 +maxout_pieces = 2 +use_upper = true +nO = null + +[components.parser.model.tok2vec] +@architectures = "spacy.Tok2VecListener.v1" +width = ${components.tok2vec.model.encode:width} +upstream = "tok2vec" + +[components.senter] +factory = "senter" + +[components.senter.model] +@architectures = "spacy.Tagger.v1" +nO = null + +[components.senter.model.tok2vec] +@architectures = "spacy.Tok2Vec.v2" + +[components.senter.model.tok2vec.embed] +@architectures = "spacy.MultiHashEmbed.v2" +width = 16 +attrs = ["NORM","PREFIX","SUFFIX","SHAPE"] +rows = [1000,500,500,500] +include_static_vectors = true + +[components.senter.model.tok2vec.encode] +@architectures = "spacy.MaxoutWindowEncoder.v2" +width = 16 +depth = 2 +window_size = 1 +maxout_pieces = 2 + +[components.tok2vec] +factory = "tok2vec" + +[components.tok2vec.model] +@architectures = "spacy.Tok2Vec.v2" + +[components.tok2vec.model.embed] +@architectures = "spacy.MultiHashEmbed.v2" +width = ${components.tok2vec.model.encode:width} +attrs = ["NORM","PREFIX","SUFFIX","SHAPE"] +rows = [5000,2500,2500,2500] +include_static_vectors = true + +[components.tok2vec.model.encode] +@architectures = "spacy.MaxoutWindowEncoder.v2" +width = 96 +depth = 4 +window_size = 1 +maxout_pieces = 3 + +[corpora] + +[corpora.dev] +@readers = "spacy.Corpus.v1" +limit = 0 +max_length = 0 +path = ${paths:dev} +gold_preproc = false +augmenter = null + +[corpora.train] +@readers = "spacy.Corpus.v1" +path = ${paths:train} +max_length = 5000 +gold_preproc = false +limit = 0 + +[corpora.train.augmenter] +@augmenters = "spacy.lower_case.v1" +level = 0.1 + +[training] +train_corpus = "corpora.train" +dev_corpus = "corpora.dev" +seed = ${system:seed} +gpu_allocator = ${system:gpu_allocator} +dropout = 0.1 +accumulate_gradient = 1 +patience = 5000 +max_epochs = 0 +max_steps = 0 +eval_frequency = 1000 +frozen_components = [] +before_to_disk = null +annotating_components = [] + +[training.batcher] +@batchers = "spacy.batch_by_words.v1" +discard_oversize = false +tolerance = 0.2 +get_length = null + +[training.batcher.size] +@schedules = "compounding.v1" +start = 100 +stop = 1000 +compound = 1.001 +t = 0.0 + +[training.logger] +@loggers = "spacy.WandbLogger.v1" +project_name = "spacy-v3.0.0a2" +remove_config_values = [] + +[training.optimizer] +@optimizers = "Adam.v1" +beta1 = 0.9 +beta2 = 0.999 +L2_is_weight_decay = true +L2 = 0.01 +grad_clip = 1.0 +use_averages = true +eps = 0.00000001 +learn_rate = 0.001 + +[training.score_weights] +pos_acc = 0.08 +morph_acc = 0.08 +morph_per_feat = null +dep_uas = 0.0 +dep_las = 0.16 +dep_las_per_type = null +sents_p = null +sents_r = null +sents_f = 0.02 +lemma_acc = 0.33 +ents_f = 0.33 +ents_p = 0.0 +ents_r = 0.0 +ents_per_type = null + +[pretraining] + +[initialize] +vocab_data = ${paths.vocab_data} +vectors = ${paths.vectors} +init_tok2vec = ${paths.init_tok2vec} +before_init = null +after_init = null + +[initialize.components] + +[initialize.components.morphologizer] + +[initialize.components.morphologizer.labels] +@readers = "spacy.read_labels.v1" +path = "corpus/labels/morphologizer.json" +require = false + +[initialize.components.ner] + +[initialize.components.ner.labels] +@readers = "spacy.read_labels.v1" +path = "corpus/labels/ner.json" +require = false + +[initialize.components.parser] + +[initialize.components.parser.labels] +@readers = "spacy.read_labels.v1" +path = "corpus/labels/parser.json" +require = false + +[initialize.lookups] +@misc = "spacy.LookupsDataLoader.v1" +lang = ${nlp.lang} +tables = [] + +[initialize.tokenizer] \ No newline at end of file diff --git a/es_core_news_lg-any-py3-none-any.whl b/es_core_news_lg-any-py3-none-any.whl new file mode 100644 index 0000000000000000000000000000000000000000..be5562b54193b63fb202e7b310adc809ba67de51 --- /dev/null +++ b/es_core_news_lg-any-py3-none-any.whl @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3be802cc75ef96cc6a2b15563e48987ced70de8c1f9b78a2f6cad96d4ea0279a +size 568355547 diff --git a/lemmatizer/lookups/lookups.bin b/lemmatizer/lookups/lookups.bin new file mode 100644 index 0000000000000000000000000000000000000000..826be3413fbcc4e06adfece0611a825818d13b0d --- /dev/null +++ b/lemmatizer/lookups/lookups.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be833a634de5b55fa529aceee97fcc09a193e2017b5e4b34bafe103ad97600aa +size 165037 diff --git a/meta.json b/meta.json new file mode 100644 index 0000000000000000000000000000000000000000..be0dc481b2faf949108bf11b8b9861cb560d1cfb --- /dev/null +++ b/meta.json @@ -0,0 +1,802 @@ +{ + "lang":"es", + "name":"core_news_lg", + "version":"3.1.0", + "description":"Spanish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", + "author":"Explosion", + "email":"contact@explosion.ai", + "url":"https://explosion.ai", + "license":"GNU GPL 3.0", + "spacy_version":">=3.1.0,<3.2.0", + "spacy_git_version":"caba63b74", + "vectors":{ + "width":300, + "vectors":500000, + "keys":500000, + "name":"es_vectors" + }, + "labels":{ + "tok2vec":[ + + ], + "morphologizer":[ + "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art", + "Gender=Masc|Number=Sing|POS=NOUN", + "AdpType=Preppron|POS=ADP", + "Gender=Masc|Number=Sing|POS=ADJ", + "AdpType=Prep|POS=ADP", + "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", + "POS=PROPN", + "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", + "POS=VERB|VerbForm=Inf", + "Gender=Fem|Number=Sing|POS=DET|PronType=Dem", + "Gender=Fem|Number=Sing|POS=NOUN", + "Gender=Fem|Number=Plur|POS=NOUN", + "Gender=Fem|Number=Plur|POS=DET|PronType=Ind", + "POS=PRON|PronType=Int,Rel", + "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", + "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", + "POS=SCONJ", + "POS=NOUN", + "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art", + "Number=Plur|POS=NOUN", + "Gender=Masc|Number=Plur|POS=DET|PronType=Ind", + "Gender=Masc|Number=Plur|POS=NOUN", + "POS=PUNCT|PunctType=Peri", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", + "POS=PUNCT|PunctType=Comm", + "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", + "Number=Plur|POS=ADJ", + "POS=CCONJ", + "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind", + "POS=ADV", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", + "Number=Sing|POS=ADJ", + "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part", + "Gender=Masc|Number=Plur|POS=PRON|PronType=Tot", + "POS=PRON|PronType=Ind", + "POS=ADV|Polarity=Neg", + "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Sing|POS=ADJ", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", + "Number=Plur|POS=PRON|PronType=Int,Rel", + "POS=PUNCT|PunctType=Quot", + "POS=PUNCT", + "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part", + "POS=PUNCT|PunctSide=Ini|PunctType=Brck", + "POS=PUNCT|PunctSide=Fin|PunctType=Brck", + "NumForm=Digit|NumType=Card|POS=NUM", + "NumType=Card|POS=NUM", + "POS=VERB|VerbForm=Ger", + "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", + "Gender=Masc|Number=Sing|POS=DET|PronType=Dem", + "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ", + "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs", + "Number=Sing|POS=NOUN", + "Gender=Masc|Number=Plur|POS=ADJ", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", + "Degree=Cmp|POS=ADV", + "POS=AUX|VerbForm=Inf", + "Number=Plur|POS=DET|PronType=Ind", + "Number=Plur|POS=DET|PronType=Dem", + "Degree=Cmp|Number=Sing|POS=ADJ", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin", + "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf", + "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ", + "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", + "AdvType=Tim|POS=NOUN", + "AdpType=Prep|POS=ADV", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind", + "NumType=Card|Number=Plur|POS=NUM", + "AdpType=Preppron|POS=ADV", + "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "NumForm=Digit|POS=NOUN", + "Number=Sing|POS=PRON|PronType=Dem", + "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ", + "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs", + "Gender=Fem|Number=Plur|POS=ADJ", + "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind", + "Gender=Masc|Number=Plur|POS=DET|PronType=Tot", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", + "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", + "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ", + "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ", + "Gender=Masc|Number=Plur|POS=DET|PronType=Dem", + "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part", + "Number=Sing|POS=DET|PronType=Tot", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", + "Degree=Cmp|Number=Plur|POS=ADJ", + "POS=AUX|VerbForm=Ger", + "Gender=Fem|POS=NOUN", + "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ", + "AdvType=Tim|POS=ADJ", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part", + "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part", + "Gender=Fem|Number=Plur|POS=DET|PronType=Dem", + "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel", + "Number=Sing|POS=PRON|PronType=Int,Rel", + "POS=ADJ", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=DET|PronType=Tot", + "Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", + "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", + "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art", + "Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", + "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", + "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=DET|PronType=Tot", + "Number=Plur|POS=PRON|PronType=Ind", + "Gender=Masc|Number=Sing|POS=DET|PronType=Ind", + "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs", + "POS=PART", + "Gender=Fem|Number=Sing|POS=DET|PronType=Ind", + "Number=Sing|POS=DET|PronType=Ind", + "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind", + "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin", + "NumForm=Digit|POS=SYM", + "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin", + "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", + "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem", + "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin", + "NumForm=Digit|NumType=Frac|POS=NUM", + "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel", + "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs", + "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art", + "POS=PUNCT|PunctType=Colo", + "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", + "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=DET|PronType=Neg", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", + "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs", + "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part", + "Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Number=Sing|POS=PRON|PronType=Neg", + "POS=PUNCT|PunctType=Semi", + "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs", + "Number=Sing|POS=PRON|PronType=Ind", + "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", + "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", + "POS=INTJ", + "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Dem", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin", + "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", + "AdpType=Prep|POS=ADJ", + "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs", + "POS=PUNCT|PunctType=Dash", + "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=DET|PronType=Neg", + "Gender=Fem|NumType=Card|Number=Plur|POS=NUM", + "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot", + "Gender=Masc|NumType=Card|Number=Plur|POS=NUM", + "Gender=Masc|POS=NOUN", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs", + "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind", + "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind", + "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", + "POS=NOUN|VerbForm=Inf", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin", + "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", + "Gender=Masc|NumType=Card|Number=Sing|POS=NUM", + "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel", + "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem", + "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin", + "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", + "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ", + "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", + "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs", + "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs", + "Gender=Fem|Number=Sing|POS=DET|PronType=Tot", + "POS=DET|PronType=Ind", + "POS=DET|PronType=Int,Rel", + "AdvType=Tim|POS=ADV", + "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin", + "POS=PUNCT|PunctSide=Ini|PunctType=Qest", + "POS=PUNCT|PunctSide=Fin|PunctType=Qest", + "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs", + "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind", + "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin", + "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ", + "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "POS=PUNCT|PunctSide=Ini|PunctType=Excl", + "POS=PUNCT|PunctSide=Fin|PunctType=Excl", + "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot", + "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", + "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind", + "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Ind", + "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", + "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf", + "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind", + "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs", + "Case=Acc,Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin", + "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art", + "Gender=Fem|NumType=Card|Number=Sing|POS=NUM", + "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", + "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs", + "POS=SCONJ|PronType=Int,Rel", + "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "NumType=Card|Number=Sing|POS=DET|PronType=Ind", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs", + "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", + "Number=Sing|POS=DET|PronType=Dem", + "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin", + "POS=SYM", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg", + "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ", + "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs", + "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", + "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", + "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind", + "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs", + "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel", + "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", + "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin", + "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin", + "NumType=Card|Number=Plur|POS=PRON|PronType=Ind", + "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem", + "Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind", + "Gender=Fem|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin", + "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs", + "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind", + "NumType=Card|Number=Sing|POS=NUM", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", + "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs", + "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", + "Number=Sing|POS=NOUN|VerbForm=Fin", + "Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin", + "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel", + "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=PRON|PronType=Tot", + "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Int,Rel", + "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", + "Number=Sing|POS=VERB|VerbForm=Fin", + "POS=VERB|VerbForm=Fin", + "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ", + "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ", + "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger", + "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs", + "AdpType=Prep|Degree=Cmp|POS=ADV", + "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem", + "Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art", + "Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ", + "Number=Plur|POS=PRON|PronType=Dem", + "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs", + "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin", + "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel", + "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel", + "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", + "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind", + "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", + "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs", + "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem", + "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs", + "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin", + "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin", + "Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf", + "Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes", + "NumForm=Digit|NumType=Frac|POS=SYM", + "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf", + "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind", + "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin", + "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Number=Sing|POS=PRON|PronType=Tot", + "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin", + "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger", + "NumType=Card|Number=Plur|POS=DET|PronType=Ind", + "POS=PRON|PronType=Dem", + "POS=AUX|VerbForm=Fin", + "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel", + "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs", + "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs", + "Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN", + "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs", + "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem", + "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind", + "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind", + "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs", + "Gender=Masc|Number=Plur|POS=DET|PronType=Art", + "Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part", + "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs", + "Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs", + "POS=X", + "Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", + "POS=ADP", + "Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin", + "Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind", + "Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger", + "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs", + "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs", + "POS=NOUN|PunctType=Comm", + "Degree=Cmp|POS=ADJ", + "Gender=Masc|POS=ADJ", + "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind", + "POS=PRON|PronType=Neg", + "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind", + "Number=Sing|POS=DET|PronType=Int,Rel" + ], + "parser":[ + "ROOT", + "acl", + "advcl", + "advmod", + "amod", + "appos", + "aux", + "case", + "cc", + "ccomp", + "compound", + "conj", + "cop", + "csubj", + "dep", + "det", + "expl:pass", + "fixed", + "flat", + "iobj", + "mark", + "nmod", + "nsubj", + "nummod", + "obj", + "obl", + "parataxis", + "punct", + "xcomp" + ], + "senter":[ + "I", + "S" + ], + "attribute_ruler":[ + + ], + "lemmatizer":[ + + ], + "ner":[ + "LOC", + "MISC", + "ORG", + "PER" + ] + }, + "pipeline":[ + "tok2vec", + "morphologizer", + "parser", + "attribute_ruler", + "lemmatizer", + "ner" + ], + "components":[ + "tok2vec", + "morphologizer", + "parser", + "senter", + "attribute_ruler", + "lemmatizer", + "ner" + ], + "disabled":[ + "senter" + ], + "performance":{ + "token_acc":0.9999712591, + "tag_acc":0.9760483059, + "pos_acc":0.9853836201, + "morph_acc":0.9825829395, + "lemma_acc":0.9866405995, + "dep_uas":0.91242904, + "dep_las":0.8826830252, + "sents_p":0.9604010025, + "sents_r":0.9803211587, + "sents_f":0.9702588474, + "speed":9686.8354741458, + "morph_per_feat":{ + "Definite":{ + "p":0.9986493331, + "r":0.9988179669, + "f":0.9987336429 + }, + "Gender":{ + "p":0.9954489954, + "r":0.9876651982, + "f":0.991541821 + }, + "Number":{ + "p":0.9980570735, + "r":0.9900819146, + "f":0.9940534984 + }, + "PronType":{ + "p":0.9977487136, + "r":0.9917945439, + "f":0.9947627191 + }, + "PunctType":{ + "p":0.9995216074, + "r":0.9992029332, + "f":0.9993622449 + }, + "AdpType":{ + "p":0.9995323278, + "r":0.9965030889, + "f":0.9980154098 + }, + "VerbForm":{ + "p":0.9927797834, + "r":0.9884356931, + "f":0.9906029757 + }, + "Mood":{ + "p":0.9912302681, + "r":0.9835902536, + "f":0.9873954823 + }, + "Person":{ + "p":0.9936864258, + "r":0.9860772711, + "f":0.9898672257 + }, + "Tense":{ + "p":0.9910652921, + "r":0.9860952815, + "f":0.9885740402 + }, + "NumForm":{ + "p":0.9868421053, + "r":0.9724473258, + "f":0.9795918367 + }, + "NumType":{ + "p":0.9793459552, + "r":0.9571068124, + "f":0.9680986814 + }, + "Poss":{ + "p":0.9981751825, + "r":1.0, + "f":0.999086758 + }, + "PunctSide":{ + "p":0.997995992, + "r":0.996, + "f":0.996996997 + }, + "Case":{ + "p":0.9991503823, + "r":0.9865771812, + "f":0.9928239764 + }, + "PrepCase":{ + "p":1.0, + "r":0.9855371901, + "f":0.9927159209 + }, + "Reflex":{ + "p":1.0, + "r":0.9903691814, + "f":0.9951612903 + }, + "Degree":{ + "p":0.9889705882, + "r":0.9572953737, + "f":0.972875226 + }, + "Polarity":{ + "p":1.0, + "r":0.9935064935, + "f":0.996742671 + }, + "AdvType":{ + "p":0.9619565217, + "r":0.9414893617, + "f":0.9516129032 + }, + "Number[psor]":{ + "p":0.9722222222, + "r":1.0, + "f":0.985915493 + } + }, + "dep_las_per_type":{ + "det":{ + "p":0.9758064516, + "r":0.9824786325, + "f":0.9791311755 + }, + "nsubj":{ + "p":0.896348211, + "r":0.8888076079, + "f":0.8925619835 + }, + "case":{ + "p":0.9654703643, + "r":0.9662585034, + "f":0.9658642731 + }, + "amod":{ + "p":0.9228340933, + "r":0.916086351, + "f":0.919447842 + }, + "nmod":{ + "p":0.8374801482, + "r":0.8377018798, + "f":0.8375909993 + }, + "mark":{ + "p":0.9028815368, + "r":0.9185667752, + "f":0.91065662 + }, + "acl":{ + "p":0.7471374046, + "r":0.7457142857, + "f":0.7464251668 + }, + "advcl":{ + "p":0.5992907801, + "r":0.6251541307, + "f":0.611949306 + }, + "nummod":{ + "p":0.896925859, + "r":0.8747795414, + "f":0.8857142857 + }, + "obj":{ + "p":0.8400112076, + "r":0.8710052295, + "f":0.8552274996 + }, + "obl":{ + "p":0.7383669886, + "r":0.7256255393, + "f":0.7319408181 + }, + "advmod":{ + "p":0.8452447946, + "r":0.8363028953, + "f":0.84075007 + }, + "fixed":{ + "p":0.855656697, + "r":0.8371501272, + "f":0.8463022508 + }, + "cc":{ + "p":0.9288674033, + "r":0.9218642906, + "f":0.9253525972 + }, + "conj":{ + "p":0.7135348226, + "r":0.6930440332, + "f":0.7031401748 + }, + "root":{ + "p":0.9169157203, + "r":0.9274486094, + "f":0.922152089 + }, + "flat":{ + "p":0.8997805413, + "r":0.9234234234, + "f":0.9114486847 + }, + "xcomp":{ + "p":0.8320413437, + "r":0.7911547912, + "f":0.8110831234 + }, + "compound":{ + "p":0.875, + "r":0.756, + "f":0.8111587983 + }, + "cop":{ + "p":0.8993576017, + "r":0.9012875536, + "f":0.9003215434 + }, + "ccomp":{ + "p":0.8269581056, + "r":0.8501872659, + "f":0.838411819 + }, + "iobj":{ + "p":0.7903225806, + "r":0.5444444444, + "f":0.6447368421 + }, + "aux":{ + "p":0.9572039943, + "r":0.9544807966, + "f":0.9558404558 + }, + "appos":{ + "p":0.6600790514, + "r":0.6987447699, + "f":0.6788617886 + }, + "csubj":{ + "p":0.7472527473, + "r":0.7157894737, + "f":0.7311827957 + }, + "expl:pass":{ + "p":0.4761904762, + "r":0.2222222222, + "f":0.303030303 + }, + "parataxis":{ + "p":0.6481481481, + "r":0.4117647059, + "f":0.5035971223 + }, + "orphan":{ + "p":0.0, + "r":0.0, + "f":0.0 + }, + "dep":{ + "p":0.0, + "r":0.0, + "f":0.0 + }, + "nsubj:pass":{ + "p":0.0, + "r":0.0, + "f":0.0 + }, + "aux:pass":{ + "p":0.0, + "r":0.0, + "f":0.0 + } + }, + "ents_p":0.8983054291, + "ents_r":0.8998046159, + "ents_f":0.8990543976, + "ents_per_type":{ + "LOC":{ + "p":0.8954000489, + "r":0.9073140496, + "f":0.9013176799 + }, + "PER":{ + "p":0.942722277, + "r":0.954013974, + "f":0.9483345145 + }, + "MISC":{ + "p":0.8419041554, + "r":0.8035253001, + "f":0.8222671435 + }, + "ORG":{ + "p":0.8497274236, + "r":0.8285186041, + "f":0.8389890007 + } + } + }, + "sources":[ + { + "name":"UD Spanish AnCora v2.5", + "url":"https://github.com/UniversalDependencies/UD_Spanish-AnCora", + "license":"GNU GPL 3.0", + "author":"Mart\u00ednez Alonso, H\u00e9ctor; Zeman, Daniel" + }, + { + "name":"WikiNER", + "url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500", + "license":"CC BY 4.0", + "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran" + }, + { + "name":"spaCy lookups data", + "author":"Explosion", + "url":"https://github.com/explosion/spacy-lookups-data", + "license":"MIT" + }, + { + "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", + "url":"https://spacy.io", + "license":"CC0", + "author":"Explosion" + } + ], + "requirements":[ + + ] +} \ No newline at end of file diff --git a/morphologizer/cfg b/morphologizer/cfg new file mode 100644 index 0000000000000000000000000000000000000000..15c13c345716ae0ebd8fb1dcbf6e8ea324d0cda2 --- /dev/null +++ b/morphologizer/cfg @@ -0,0 +1,764 @@ +{ + "labels_morph":{ + "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art", + "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing", + "AdpType=Preppron|POS=ADP":"AdpType=Preppron", + "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing", + "AdpType=Prep|POS=ADP":"AdpType=Prep", + "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art", + "POS=PROPN":"", + "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin", + "POS=VERB|VerbForm=Inf":"VerbForm=Inf", + "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem", + "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing", + "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur", + "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind", + "POS=PRON|PronType=Int,Rel":"PronType=Int,Rel", + "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", + "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art", + "POS=SCONJ":"", + "POS=NOUN":"", + "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art", + "Number=Plur|POS=NOUN":"Number=Plur", + "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind", + "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur", + "POS=PUNCT|PunctType=Peri":"PunctType=Peri", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", + "POS=PUNCT|PunctType=Comm":"PunctType=Comm", + "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part", + "Number=Plur|POS=ADJ":"Number=Plur", + "POS=CCONJ":"", + "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind", + "POS=ADV":"", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|NumType=Card|Number=Plur|PronType=Dem", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", + "Number=Sing|POS=ADJ":"Number=Sing", + "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Plur|VerbForm=Part", + "Gender=Masc|Number=Plur|POS=PRON|PronType=Tot":"Gender=Masc|Number=Plur|PronType=Tot", + "POS=PRON|PronType=Ind":"PronType=Ind", + "POS=ADV|Polarity=Neg":"Polarity=Neg", + "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin", + "Number=Plur|POS=PRON|PronType=Int,Rel":"Number=Plur|PronType=Int,Rel", + "POS=PUNCT|PunctType=Quot":"PunctType=Quot", + "POS=PUNCT":"", + "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Sing|VerbForm=Part", + "POS=PUNCT|PunctSide=Ini|PunctType=Brck":"PunctSide=Ini|PunctType=Brck", + "POS=PUNCT|PunctSide=Fin|PunctType=Brck":"PunctSide=Fin|PunctType=Brck", + "NumForm=Digit|NumType=Card|POS=NUM":"NumForm=Digit|NumType=Card", + "NumType=Card|POS=NUM":"NumType=Card", + "POS=VERB|VerbForm=Ger":"VerbForm=Ger", + "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art", + "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem", + "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur", + "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs", + "Number=Sing|POS=NOUN":"Number=Sing", + "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Sing|VerbForm=Part", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", + "Degree=Cmp|POS=ADV":"Degree=Cmp", + "POS=AUX|VerbForm=Inf":"VerbForm=Inf", + "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind", + "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem", + "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin", + "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf", + "Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Sup|Gender=Masc|Number=Plur", + "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art", + "AdvType=Tim|POS=NOUN":"AdvType=Tim", + "AdpType=Prep|POS=ADV":"AdpType=Prep", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind", + "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur", + "AdpType=Preppron|POS=ADV":"AdpType=Preppron", + "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "NumForm=Digit|POS=NOUN":"NumForm=Digit", + "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem", + "AdpType=Preppron|Gender=Masc|Number=Sing|POS=ADJ":"AdpType=Preppron|Gender=Masc|Number=Sing", + "Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Plur|Person=3|Poss=Yes|PronType=Prs", + "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur", + "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind", + "Gender=Masc|Number=Plur|POS=DET|PronType=Tot":"Gender=Masc|Number=Plur|PronType=Tot", + "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin", + "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part", + "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing", + "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur", + "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem", + "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part", + "Number=Sing|POS=DET|PronType=Tot":"Number=Sing|PronType=Tot", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", + "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur", + "POS=AUX|VerbForm=Ger":"VerbForm=Ger", + "Gender=Fem|POS=NOUN":"Gender=Fem", + "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing", + "AdvType=Tim|POS=ADJ":"AdvType=Tim", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part", + "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Plur|VerbForm=Part", + "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem", + "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Masc|Number=Sing|Poss=Yes|PronType=Int,Rel", + "Number=Sing|POS=PRON|PronType=Int,Rel":"Number=Sing|PronType=Int,Rel", + "POS=ADJ":"", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=DET|PronType=Tot":"Gender=Fem|Number=Plur|PronType=Tot", + "Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Sing|Person=3|PronType=Prs", + "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", + "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art", + "Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Fem|Number=Plur|Person=3|PronType=Prs", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", + "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Definite=Def|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem", + "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot", + "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind", + "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind", + "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs", + "POS=PART":"", + "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind", + "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind", + "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|NumType=Card|Number=Plur|PronType=Ind", + "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin", + "NumForm=Digit|POS=SYM":"NumForm=Digit", + "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin", + "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf", + "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem", + "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin", + "NumForm=Digit|NumType=Frac|POS=NUM":"NumForm=Digit|NumType=Frac", + "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Fem|Number=Sing|Poss=Yes|PronType=Int,Rel", + "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs", + "Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Plur|PronType=Art", + "POS=PUNCT|PunctType=Colo":"PunctType=Colo", + "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin", + "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=DET|PronType=Neg":"Gender=Fem|Number=Sing|PronType=Neg", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem", + "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs", + "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part", + "Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Number=Sing|POS=PRON|PronType=Neg":"Number=Sing|PronType=Neg", + "POS=PUNCT|PunctType=Semi":"PunctType=Semi", + "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Plur|Person=3|PronType=Prs", + "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind", + "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", + "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Plur|Person=3|PronType=Prs", + "POS=INTJ":"", + "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|NumType=Card|Number=Sing|PronType=Dem", + "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin", + "Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Sup|Gender=Masc|Number=Sing", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", + "AdpType=Prep|POS=ADJ":"AdpType=Prep", + "Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number=Plur|Person=3|Poss=Yes|PronType=Prs", + "POS=PUNCT|PunctType=Dash":"PunctType=Dash", + "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=DET|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg", + "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur", + "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot", + "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur", + "Gender=Masc|POS=NOUN":"Gender=Masc", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs", + "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|NumType=Card|Number=Sing|PronType=Ind", + "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|NumType=Card|Number=Plur|PronType=Ind", + "Case=Acc,Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger", + "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", + "POS=NOUN|VerbForm=Inf":"VerbForm=Inf", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", + "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing", + "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Masc|Number=Plur|Poss=Yes|PronType=Int,Rel", + "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|NumType=Card|Number=Sing|PronType=Dem", + "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin", + "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=PRON|PronType=Neg":"Gender=Masc|Number=Sing|PronType=Neg", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin", + "Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Sing", + "Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", + "Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Nom|Gender=Masc|Number=Plur|Person=1|PronType=Prs", + "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", + "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs", + "Gender=Fem|Number=Sing|POS=DET|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot", + "POS=DET|PronType=Ind":"PronType=Ind", + "POS=DET|PronType=Int,Rel":"PronType=Int,Rel", + "AdvType=Tim|POS=ADV":"AdvType=Tim", + "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin", + "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest", + "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest", + "Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs", + "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|NumType=Card|Number=Sing|PronType=Ind", + "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin", + "Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Sing", + "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "POS=PUNCT|PunctSide=Ini|PunctType=Excl":"PunctSide=Ini|PunctType=Excl", + "POS=PUNCT|PunctSide=Fin|PunctType=Excl":"PunctSide=Fin|PunctType=Excl", + "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Tot":"Gender=Fem|Number=Sing|PronType=Tot", + "Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|NumType=Card|Number=Plur|PronType=Ind", + "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|NumType=Card|Number=Sing|PronType=Ind", + "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem", + "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Inf", + "Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind":"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|PronType=Ind", + "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs", + "Case=Acc,Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin", + "Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|PronType=Art", + "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing", + "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin", + "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "POS=SCONJ|PronType=Int,Rel":"PronType=Int,Rel", + "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "NumType=Card|Number=Sing|POS=DET|PronType=Ind":"NumType=Card|Number=Sing|PronType=Ind", + "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs", + "Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Nom|Gender=Fem|Number=Sing|Person=3|PronType=Prs", + "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem", + "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin", + "POS=SYM":"", + "Gender=Fem|Number=Sing|POS=PRON|PronType=Neg":"Gender=Fem|Number=Sing|PronType=Neg", + "Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ":"Degree=Sup|Gender=Fem|Number=Sing", + "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Case=Nom|Number=Sing|Person=2|PronType=Prs", + "Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs", + "Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin", + "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind", + "Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Sing|Person=2|Polite=Form|PronType=Prs", + "Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Sing|PronType=Int,Rel", + "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|NumType=Card|Number=Plur|PronType=Ind", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin", + "Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin", + "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin", + "NumType=Card|Number=Plur|POS=PRON|PronType=Ind":"NumType=Card|Number=Plur|PronType=Ind", + "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|NumType=Card|Number=Sing|PronType=Dem", + "Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Degree=Abs|Gender=Masc|Number=Sing|PronType=Ind", + "Gender=Fem|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel":"Gender=Fem|Number=Plur|Poss=Yes|PronType=Int,Rel", + "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin", + "Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Case=Acc,Nom|Number=Plur|Person=2|Polite=Form|PronType=Prs", + "Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Ind", + "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", + "Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Com|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Imp|VerbForm=Fin", + "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes", + "Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|PrepCase=Pre|PronType=Prs", + "Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=2|VerbForm=Fin", + "Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", + "Number=Sing|POS=NOUN|VerbForm=Fin":"Number=Sing|VerbForm=Fin", + "Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Plur,Sing|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin", + "Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel":"Gender=Fem|NumType=Card|Number=Sing|PronType=Int,Rel", + "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=PRON|PronType=Tot":"Gender=Fem|Number=Plur|PronType=Tot", + "Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Plur|PronType=Int,Rel", + "Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Ger", + "Number=Sing|POS=VERB|VerbForm=Fin":"Number=Sing|VerbForm=Fin", + "POS=VERB|VerbForm=Fin":"VerbForm=Fin", + "Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Masc|Number=Plur", + "Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Abs|Gender=Fem|Number=Plur", + "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger", + "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "AdpType=Prep|Degree=Cmp|POS=ADV":"AdpType=Prep|Degree=Cmp", + "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin", + "Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|NumType=Card|Number=Plur|PronType=Dem", + "Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|PronType=Art", + "Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ":"Degree=Sup|Gender=Fem|Number=Plur", + "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem", + "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Gender=Masc|Number=Plur|Person=2|PrepCase=Npr|PronType=Prs", + "Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin":"Gender=Masc|Number=Sing|VerbForm=Fin", + "Case=Acc,Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Sing|PronType=Int,Rel", + "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel":"Gender=Masc|NumType=Card|Number=Plur|PronType=Int,Rel", + "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs", + "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind", + "Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Person=3|Tense=Pres|VerbForm=Fin", + "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=2|PrepCase=Npr|PronType=Prs", + "Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|NumType=Card|Number=Plur|PronType=Dem", + "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs", + "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin", + "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin", + "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin", + "Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf":"Case=Acc,Dat|Number=Sing|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf", + "Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Com|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes", + "NumForm=Digit|NumType=Frac|POS=SYM":"NumForm=Digit|NumType=Frac", + "Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf":"Case=Dat|Number=Sing|Person=3|PronType=Prs|VerbForm=Inf", + "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|NumType=Card|Number=Sing|PronType=Ind", + "Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin", + "Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Gender=Masc|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs", + "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc,Dat|Number=Plur|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Number=Sing|POS=PRON|PronType=Tot":"Number=Sing|PronType=Tot", + "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin", + "Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger":"Case=Dat|Number=Plur|Person=3|PronType=Prs|VerbForm=Ger", + "NumType=Card|Number=Plur|POS=DET|PronType=Ind":"NumType=Card|Number=Plur|PronType=Ind", + "POS=PRON|PronType=Dem":"PronType=Dem", + "POS=AUX|VerbForm=Fin":"VerbForm=Fin", + "Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel":"Gender=Fem|NumType=Card|Number=Plur|PronType=Int,Rel", + "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs", + "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf":"Case=Acc|Gender=Masc|Number=Plur|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf", + "AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN":"AdvType=Tim|Gender=Masc|Number=Sing", + "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs", + "Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|NumType=Card|Number=Sing|PronType=Dem", + "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Ind", + "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Ind", + "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs", + "Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Gender=Masc|Number=Plur|PronType=Art", + "Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part":"Gender=Masc|Number=Sing|VerbForm=Part", + "Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger", + "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Ind", + 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"Case=Acc,Dat|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin":"Case=Acc,Dat|Mood=Imp|Number=Sing|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin", + "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs", + "Case=Acc,Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger":"Case=Acc,Dat|Number=Plur|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger", + "Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs", + "Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs", + "POS=NOUN|PunctType=Comm":"PunctType=Comm", + "Degree=Cmp|POS=ADJ":"Degree=Cmp", + "Gender=Masc|POS=ADJ":"Gender=Masc", + 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differ diff --git a/ner/cfg b/ner/cfg new file mode 100644 index 0000000000000000000000000000000000000000..6cd11cf7e67d8f2515a43feed2b679ec362c66e8 --- /dev/null +++ b/ner/cfg @@ -0,0 +1,13 @@ +{ + "moves":null, + "update_with_oracle_cut_size":100, + "multitasks":[ + + ], + "min_action_freq":1, + "learn_tokens":false, + "beam_width":1, + "beam_density":0.0, + "beam_update_prob":0.0, + "incorrect_spans_key":null +} \ No newline at end of file diff --git a/ner/model b/ner/model new file mode 100644 index 0000000000000000000000000000000000000000..2cfe25baa957aca9494b0a45065175237398e52e Binary files /dev/null and b/ner/model differ diff --git a/ner/moves b/ner/moves new file mode 100644 index 0000000000000000000000000000000000000000..bb61e2ae08f000122610ef692443e3b8400aab51 --- /dev/null +++ b/ner/moves @@ -0,0 +1 @@ +moves{"0":{},"1":{"LOC":147004,"PER":93539,"MISC":57163,"ORG":33122},"2":{"LOC":147004,"PER":93539,"MISC":57163,"ORG":33122},"3":{"LOC":147004,"PER":93539,"MISC":57163,"ORG":33122},"4":{"LOC":147004,"PER":93539,"MISC":57163,"ORG":33122,"":1},"5":{"":1}}cfgneg_key \ No newline at end of file diff --git a/parser/cfg b/parser/cfg new file mode 100644 index 0000000000000000000000000000000000000000..ff48dcc6ba854b472b0f2554ec6d59bbff952a3d --- /dev/null +++ b/parser/cfg @@ -0,0 +1,13 @@ +{ + "moves":null, + "update_with_oracle_cut_size":100, + "multitasks":[ + + ], + "min_action_freq":30, + "learn_tokens":false, + "beam_width":1, + "beam_density":0.0, + "beam_update_prob":0.0, + "incorrect_spans_key":null +} \ No newline at end of file diff --git a/parser/model b/parser/model new file mode 100644 index 0000000000000000000000000000000000000000..54da04c9b908da34188a63c23ca1ece1338351d2 Binary files /dev/null and b/parser/model differ diff --git a/parser/moves b/parser/moves new file mode 100644 index 0000000000000000000000000000000000000000..7912828f2b6fdb9adafae9ab0d507093ccd7af76 --- /dev/null +++ b/parser/moves @@ -0,0 +1 @@ +moves]{"0":{"":238563},"1":{"":190126},"2":{"case":60449,"det":59407,"punct":22413,"nsubj":19801,"mark":15726,"cc":12202,"advmod":10398,"obj":7480,"amod":6564,"aux":6004,"obl":5059,"cop":4405,"nummod":3311,"advcl":1139,"ccomp":887,"iobj":736,"nmod":718,"expl:pass":399,"csubj":327,"parataxis":232,"xcomp":128,"nsubj||conj":117,"advmod||conj":82,"mark||conj":81,"dep":62,"obj||conj":56,"obl||conj":47,"obj||xcomp":37,"advcl||xcomp":33},"3":{"nmod":30549,"punct":30406,"obj":21372,"amod":17246,"obl":14466,"conj":13231,"flat":11634,"acl":8528,"fixed":6393,"appos":6071,"advcl":6063,"advmod":5058,"nsubj":4101,"ccomp":4055,"xcomp":3243,"compound":1969,"nummod":1211,"case":1013,"det":741,"iobj":696,"csubj":669,"parataxis":298,"dep":176,"mark":146,"aux":137,"cop":133,"flat||det":73,"advcl||xcomp":70,"conj||xcomp":56,"appos||det":39,"obj||xcomp":38},"4":{"ROOT":14302}}cfgneg_key \ No newline at end of file diff --git a/senter/cfg b/senter/cfg new file mode 100644 index 0000000000000000000000000000000000000000..0e0dcd235c4973becf25f38eb4e5bb26e154c86a --- /dev/null +++ b/senter/cfg @@ -0,0 +1,3 @@ +{ + +} \ No newline at end of file diff --git a/senter/model b/senter/model new file mode 100644 index 0000000000000000000000000000000000000000..14fdbbd3be71196def75272619c7a4f3472fc03c Binary files /dev/null and b/senter/model differ diff --git a/tok2vec/cfg b/tok2vec/cfg new file mode 100644 index 0000000000000000000000000000000000000000..0e0dcd235c4973becf25f38eb4e5bb26e154c86a --- /dev/null +++ b/tok2vec/cfg @@ -0,0 +1,3 @@ +{ + +} \ No newline at end of file diff --git a/tok2vec/model b/tok2vec/model new file mode 100644 index 0000000000000000000000000000000000000000..d852e8534356f08948fd1607e1b62ac148c640b9 Binary files /dev/null and b/tok2vec/model differ diff --git a/tokenizer b/tokenizer new file mode 100644 index 0000000000000000000000000000000000000000..6301bdc186d3b38fad47831630e268f80dbffcc0 --- /dev/null +++ b/tokenizer @@ -0,0 +1,3 @@ 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