Adriane Boyd commited on
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fe061f2
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1 Parent(s): fa9aaca

Add sv_udv25_swedishtalbanken_trf-0.0.1

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LICENSE.txt ADDED
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+ This treebank is based on the Professional Prose section of Talbanken,
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+ originally annotated at Lund University and available from
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+ http://spraakbanken.gu.se/swe/resurs/talbanken
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+
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+ The treebank is distributed under the Creative Commons
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+ Attribution-ShareAlike 4.0 International license (see
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+ below for the legal code of the license)
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+
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+ Acknowledgments:
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+
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+ * Original creation of Talbanken at Lund University:
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+
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+ Einarsson, Jan. 1976. Talbankens skriftspråkskonkordans.
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+ Lund University: Department of Scandinavian Languages.
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+
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+ Einarsson, Jan. 1976. Talbankens talspråkskonkordans.
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+ Lund University: Department of Scandinavian Languages.
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+
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+ Teleman, Ulf. 1974. Manual för grammatisk beskrivning
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+ av talad och skriven svenska. Studentlitteratur.
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+
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+ Margareta Westman. 1974. Bruksprosa. Liber.
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+
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+ Nils Jörgensen. 1976. Meningsbyggnaden i talad svenska.
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+ Studentlitteratur.
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+
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+ * Corrections in Talbanken, conversion to UD and validation:
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+
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+ Joakim Nivre and Aaron Smith at Uppsala University
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+
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+
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+ Legal code of the license:
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+ Attribution-ShareAlike 4.0 International
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README.md ADDED
@@ -0,0 +1,108 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
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+ tags:
3
+ - spacy
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+ - token-classification
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+ language:
6
+ - sv
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+ license: cc-by-sa-4.0
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+ model-index:
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+ - name: sv_udv25_swedishtalbanken_trf
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+ results:
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+ - task:
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+ name: TAG
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+ type: token-classification
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+ metrics:
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+ - name: TAG (XPOS) Accuracy
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+ type: accuracy
17
+ value: 0.9786647611
18
+ - task:
19
+ name: POS
20
+ type: token-classification
21
+ metrics:
22
+ - name: POS (UPOS) Accuracy
23
+ type: accuracy
24
+ value: 0.9882605145
25
+ - task:
26
+ name: MORPH
27
+ type: token-classification
28
+ metrics:
29
+ - name: Morph (UFeats) Accuracy
30
+ type: accuracy
31
+ value: 0.979685586
32
+ - task:
33
+ name: LEMMA
34
+ type: token-classification
35
+ metrics:
36
+ - name: Lemma Accuracy
37
+ type: accuracy
38
+ value: 0.9736654078
39
+ - task:
40
+ name: UNLABELED_DEPENDENCIES
41
+ type: token-classification
42
+ metrics:
43
+ - name: Unlabeled Attachment Score (UAS)
44
+ type: f_score
45
+ value: 0.9213699406
46
+ - task:
47
+ name: LABELED_DEPENDENCIES
48
+ type: token-classification
49
+ metrics:
50
+ - name: Labeled Attachment Score (LAS)
51
+ type: f_score
52
+ value: 0.8938579111
53
+ - task:
54
+ name: SENTS
55
+ type: token-classification
56
+ metrics:
57
+ - name: Sentences F-Score
58
+ type: f_score
59
+ value: 0.9801587302
60
+ ---
61
+ UD v2.5 benchmarking pipeline for UD_Swedish-Talbanken
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+
63
+ | Feature | Description |
64
+ | --- | --- |
65
+ | **Name** | `sv_udv25_swedishtalbanken_trf` |
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+ | **Version** | `0.0.1` |
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+ | **spaCy** | `>=3.2.1,<3.3.0` |
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+ | **Default Pipeline** | `experimental_char_ner_tokenizer`, `transformer`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
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+ | **Components** | `experimental_char_ner_tokenizer`, `transformer`, `senter`, `tagger`, `morphologizer`, `parser`, `experimental_edit_tree_lemmatizer` |
70
+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
71
+ | **Sources** | [Universal Dependencies v2.5](https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105) (Zeman, Daniel; et al.) |
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+ | **License** | `CC BY-SA 4.0` |
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+ | **Author** | [Explosion](https://explosion.ai) |
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+
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+ ### Label Scheme
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+
77
+ <details>
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+
79
+ <summary>View label scheme (1206 labels for 6 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`experimental_char_ner_tokenizer`** | `TOKEN` |
84
+ | **`senter`** | `I`, `S` |
85
+ | **`tagger`** | `AB`, `AB\|AN`, `AB\|KOM`, `AB\|POS`, `AB\|SMS`, `AB\|SUV`, `DT\|NEU\|SIN\|DEF`, `DT\|NEU\|SIN\|IND`, `DT\|NEU\|SIN\|IND/DEF`, `DT\|UTR/NEU\|PLU\|DEF`, `DT\|UTR/NEU\|PLU\|IND`, `DT\|UTR/NEU\|PLU\|IND/DEF`, `DT\|UTR/NEU\|SIN/PLU\|IND`, `DT\|UTR/NEU\|SIN\|DEF`, `DT\|UTR/NEU\|SIN\|IND`, `DT\|UTR\|SIN\|DEF`, `DT\|UTR\|SIN\|IND`, `DT\|UTR\|SIN\|IND/DEF`, `HA`, `HD\|NEU\|SIN\|IND`, `HD\|UTR/NEU\|PLU\|IND`, `HD\|UTR\|SIN\|IND`, `HP\|-\|-\|-`, `HP\|NEU\|SIN\|IND`, `HP\|UTR/NEU\|PLU\|IND`, `HP\|UTR\|SIN\|IND`, `HS\|DEF`, `IE`, `IN`, `JJ`, `JJ\|AN`, `JJ\|KOM\|UTR/NEU\|SIN/PLU\|IND/DEF\|NOM`, `JJ\|POS\|MAS\|SIN\|DEF\|GEN`, `JJ\|POS\|MAS\|SIN\|DEF\|NOM`, `JJ\|POS\|NEU\|SIN\|IND/DEF\|NOM`, `JJ\|POS\|NEU\|SIN\|IND\|NOM`, `JJ\|POS\|UTR/NEU\|PLU\|IND/DEF\|GEN`, `JJ\|POS\|UTR/NEU\|PLU\|IND/DEF\|NOM`, `JJ\|POS\|UTR/NEU\|PLU\|IND\|NOM`, `JJ\|POS\|UTR/NEU\|SIN/PLU\|IND/DEF\|NOM`, `JJ\|POS\|UTR/NEU\|SIN\|DEF\|NOM`, `JJ\|POS\|UTR\|-\|-\|SMS`, `JJ\|POS\|UTR\|SIN\|IND/DEF\|NOM`, `JJ\|POS\|UTR\|SIN\|IND\|GEN`, `JJ\|POS\|UTR\|SIN\|IND\|NOM`, `JJ\|SUV\|MAS\|SIN\|DEF\|NOM`, `JJ\|SUV\|UTR/NEU\|PLU\|DEF\|NOM`, `JJ\|SUV\|UTR/NEU\|SIN/PLU\|DEF\|NOM`, `JJ\|SUV\|UTR/NEU\|SIN/PLU\|IND\|NOM`, `KN`, `MAD`, `MID`, `NN`, `NN\|-\|-\|-\|-`, `NN\|AN`, `NN\|NEU\|-\|-\|SMS`, `NN\|NEU\|PLU\|DEF\|GEN`, `NN\|NEU\|PLU\|DEF\|NOM`, `NN\|NEU\|PLU\|IND\|GEN`, `NN\|NEU\|PLU\|IND\|NOM`, `NN\|NEU\|SIN\|DEF\|GEN`, `NN\|NEU\|SIN\|DEF\|NOM`, `NN\|NEU\|SIN\|IND`, `NN\|NEU\|SIN\|IND\|GEN`, `NN\|NEU\|SIN\|IND\|NOM`, `NN\|SMS`, `NN\|UTR\|-\|-\|-`, `NN\|UTR\|-\|-\|SMS`, `NN\|UTR\|PLU\|DEF\|GEN`, `NN\|UTR\|PLU\|DEF\|NOM`, `NN\|UTR\|PLU\|IND\|GEN`, `NN\|UTR\|PLU\|IND\|NOM`, `NN\|UTR\|SIN\|DEF\|GEN`, `NN\|UTR\|SIN\|DEF\|NOM`, `NN\|UTR\|SIN\|IND\|GEN`, `NN\|UTR\|SIN\|IND\|NOM`, `PAD`, `PC\|PRF\|NEU\|SIN\|IND\|NOM`, `PC\|PRF\|UTR/NEU\|PLU\|IND/DEF\|GEN`, `PC\|PRF\|UTR/NEU\|PLU\|IND/DEF\|NOM`, `PC\|PRF\|UTR/NEU\|SIN\|DEF\|NOM`, `PC\|PRF\|UTR\|SIN\|IND\|NOM`, `PC\|PRS\|UTR/NEU\|SIN/PLU\|IND/DEF\|NOM`, `PL`, `PM`, `PM\|GEN`, `PM\|NOM`, `PM\|SMS`, `PN\|MAS\|SIN\|DEF\|SUB/OBJ`, `PN\|NEU\|SIN\|DEF`, `PN\|NEU\|SIN\|DEF\|SUB/OBJ`, `PN\|NEU\|SIN\|IND\|SUB/OBJ`, `PN\|UTR/NEU\|PLU\|DEF\|OBJ`, `PN\|UTR/NEU\|PLU\|DEF\|SUB`, `PN\|UTR/NEU\|PLU\|DEF\|SUB/OBJ`, `PN\|UTR/NEU\|PLU\|IND\|SUB/OBJ`, `PN\|UTR/NEU\|SIN/PLU\|DEF\|OBJ`, `PN\|UTR\|PLU\|DEF\|OBJ`, `PN\|UTR\|PLU\|DEF\|SUB`, `PN\|UTR\|SIN\|DEF\|NOM`, `PN\|UTR\|SIN\|DEF\|OBJ`, `PN\|UTR\|SIN\|DEF\|SUB`, `PN\|UTR\|SIN\|DEF\|SUB/OBJ`, `PN\|UTR\|SIN\|IND\|NOM`, `PN\|UTR\|SIN\|IND\|SUB`, `PN\|UTR\|SIN\|IND\|SUB/OBJ`, `PP`, `PS\|NEU\|SIN\|DEF`, `PS\|UTR/NEU\|PLU\|DEF`, `PS\|UTR/NEU\|SIN/PLU\|DEF`, `PS\|UTR\|SIN\|DEF`, `RG\|NEU\|SIN\|IND\|NOM`, `RG\|NOM`, `RG\|SMS`, `RG\|UTR\|SIN\|IND\|NOM`, `RO\|MAS\|SIN\|IND/DEF\|NOM`, `RO\|NOM`, `SN`, `UO`, `VB\|AN`, `VB\|IMP\|AKT`, `VB\|IMP\|SFO`, `VB\|INF\|AKT`, `VB\|INF\|SFO`, `VB\|KON\|PRS\|AKT`, `VB\|KON\|PRT\|AKT`, `VB\|PRS\|AKT`, `VB\|PRS\|SFO`, `VB\|PRT\|AKT`, `VB\|PRT\|SFO`, `VB\|SUP\|AKT`, `VB\|SUP\|SFO` |
86
+ | **`morphologizer`** | `Case=Nom\|Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Pass`, `POS=PUNCT`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Prs`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Abbr=Yes\|POS=ADV`, `POS=SCONJ`, `POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Com\|NumType=Card\|Number=Sing\|POS=NUM`, `Mood=Ind\|POS=AUX\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `POS=PART`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Number=Plur\|POS=DET\|PronType=Tot`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=CCONJ`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `POS=PRON\|PronType=Rel`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Degree=Pos\|POS=ADV`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Definite=Ind\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `POS=VERB\|VerbForm=Sup\|Voice=Act`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=PART\|Polarity=Neg`, `Case=Nom\|Degree=Pos\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Plur\|POS=NOUN`, `Degree=Cmp\|POS=ADV`, `POS=VERB\|VerbForm=Inf\|Voice=Pass`, `Case=Nom\|Definite=Ind\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Degree=Sup\|POS=ADV`, `Case=Nom\|NumType=Card\|POS=NUM`, `Abbr=Yes\|POS=NOUN`, `Case=Nom\|Definite=Def\|Degree=Sup\|POS=ADJ`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Mood=Imp\|POS=VERB\|VerbForm=Fin\|Voice=Act`, `POS=VERB\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=NOUN`, `POS=AUX\|VerbForm=Inf\|Voice=Act`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Prs`, `Case=Nom\|Number=Plur\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `POS=AUX\|VerbForm=Sup\|Voice=Act`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Rcp`, `POS=VERB\|VerbForm=Sup\|Voice=Pass`, `Mood=Ind\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Definite=Def\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Nom\|Degree=Cmp\|POS=ADJ`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Definite=Ind\|POS=DET\|PronType=Ind`, `Case=Nom\|Definite=Def\|Number=Sing\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Case=Nom\|POS=ADJ\|Tense=Pres\|VerbForm=Part`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Case=Acc\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Dem`, `Definite=Def\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Prs`, `Case=Nom\|Definite=Def\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=NOUN`, `POS=NOUN`, `Case=Nom\|POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Ind`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Gender=Com\|POS=NOUN`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Tot`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|POS=PRON\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Plur\|POS=PRON\|PronType=Prs`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Prs`, `Case=Gen\|Number=Plur\|POS=ADJ\|Tense=Past\|VerbForm=Part`, `Case=Acc\|Definite=Def\|Gender=Com\|Number=Plur\|POS=PRON\|PronType=Prs`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Rel`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Int`, `Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|POS=PROPN`, `POS=PROPN`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Neut\|POS=NOUN`, `Case=Gen\|Definite=Def\|Gender=Com\|Number=Plur\|POS=NOUN`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Neg`, `POS=VERB\|VerbForm=Sup`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Definite=Ind\|Gender=Neut\|NumType=Card\|Number=Sing\|POS=NUM`, `Foreign=Yes\|POS=NOUN`, `Foreign=Yes\|POS=ADJ`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Ind`, `POS=SYM`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Definite=Def\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Definite=Ind\|Degree=Sup\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Dem`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Neg`, `Mood=Sub\|POS=AUX\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `Degree=Pos\|Gender=Com\|POS=ADJ`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=VERB\|Tense=Past\|VerbForm=Part`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Ind\|POS=DET\|PronType=Prs`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Rel`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Definite=Def\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Ind`, `Definite=Def\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Prs`, `Abbr=Yes\|POS=ADJ`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Rel`, `NumType=Card\|POS=NUM`, `POS=INTJ`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Int`, `Degree=Sup\|POS=ADV\|Polarity=Neg`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Int`, `POS=ADV\|Polarity=Neg`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Ind`, `POS=ADJ`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Prs`, `Case=Gen\|Definite=Def\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Tot`, `Gender=Neut\|Number=Sing\|POS=DET\|PronType=Tot`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Neg`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Neg`, `Case=Nom\|Definite=Def\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Definite=Def\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Tot`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Neg`, `Gender=Com\|Number=Sing\|POS=DET\|PronType=Prs`, `Mood=Imp\|POS=VERB\|VerbForm=Fin\|Voice=Pass`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Acc\|Definite=Def\|POS=PRON\|PronType=Ind`, `Foreign=Yes\|POS=ADP`, `Definite=Ind\|Gender=Com\|Number=Sing\|POS=DET\|PronType=Prs`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Dem`, `Abbr=Yes\|Mood=Imp\|POS=VERB\|VerbForm=Fin\|Voice=Act`, `Mood=Sub\|POS=VERB\|Tense=Pres\|VerbForm=Fin\|Voice=Act`, `Case=Nom\|Definite=Ind\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Rel`, `Foreign=Yes\|POS=CCONJ`, `POS=DET\|PronType=Art`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Prs`, `Definite=Ind\|Number=Plur\|POS=DET\|PronType=Tot`, `Case=Nom\|Definite=Def\|Gender=Com\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Degree=Pos\|Gender=Com\|Number=Sing\|POS=ADJ`, `Definite=Def\|Number=Plur\|POS=PRON\|PronType=Tot`, `Degree=Pos\|POS=ADV\|Polarity=Neg`, `Mood=Sub\|POS=VERB\|Tense=Past\|VerbForm=Fin\|Voice=Act`, `POS=PRON\|PronType=Ind`, `Definite=Ind\|POS=DET\|PronType=Neg`, `Definite=Ind\|Number=Plur\|POS=PRON\|PronType=Neg`, `POS=CCONJ\|Polarity=Neg`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=PRON\|PronType=Tot`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Tot`, `Mood=Imp\|POS=AUX\|VerbForm=Fin\|Voice=Act`, `Foreign=Yes\|POS=ADV`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Rcp`, `Case=Acc\|Definite=Def\|POS=PRON\|Polarity=Neg\|PronType=Ind` |
87
+ | **`parser`** | `ROOT`, `acl`, `acl:cleft`, `acl:relcl`, `advcl`, `advmod`, `amod`, `appos`, `aux`, `aux:pass`, `case`, `cc`, `ccomp`, `compound`, `compound:prt`, `conj`, `cop`, `csubj`, `csubj:pass`, `dep`, `det`, `discourse`, `dislocated`, `expl`, `fixed`, `flat:name`, `iobj`, `list`, `mark`, `nmod`, `nmod:poss`, `nsubj`, `nsubj:pass`, `nummod`, `obj`, `obl`, `obl:agent`, `orphan`, `parataxis`, `punct`, `xcomp` |
88
+ | **`experimental_edit_tree_lemmatizer`** | `1`, `2`, `4`, `6`, `8`, `10`, `13`, `15`, `17`, `18`, `20`, `22`, `24`, `27`, `30`, `32`, `34`, `37`, `39`, `41`, `43`, `45`, `47`, `50`, `54`, `56`, `60`, `62`, `64`, `66`, `68`, `70`, `72`, `0`, `73`, `76`, `77`, `79`, `81`, `83`, `85`, `87`, `88`, `90`, `92`, `94`, `97`, `99`, `102`, `104`, `105`, `107`, `108`, `109`, `110`, `111`, `112`, `114`, `116`, `117`, `119`, `120`, `122`, `123`, `125`, `126`, `129`, `130`, `131`, `134`, `139`, `140`, `141`, `143`, `146`, `148`, `149`, `151`, `153`, `155`, `157`, `158`, `160`, `162`, `164`, `166`, `167`, `169`, `173`, `176`, `178`, `179`, `181`, `182`, `183`, `184`, `186`, `189`, `193`, `195`, `197`, `198`, `199`, `203`, `204`, `205`, `206`, `207`, `208`, `209`, `210`, `212`, `215`, `217`, `218`, `219`, `222`, `224`, `225`, `227`, `229`, `232`, `233`, `234`, `236`, `238`, `240`, `241`, `243`, `246`, `248`, `249`, `250`, `252`, `255`, `257`, `260`, `262`, `264`, `265`, `266`, `269`, `271`, `274`, `276`, `278`, `279`, `281`, `282`, `285`, `286`, `288`, `290`, `292`, `293`, `295`, `296`, `298`, `300`, `301`, `302`, `303`, `304`, `305`, `306`, `307`, `309`, `311`, `312`, `315`, `316`, `317`, `319`, `322`, `323`, `324`, `326`, `329`, `331`, `333`, `334`, `335`, `337`, `339`, `341`, `342`, `343`, `345`, `347`, `348`, `350`, `351`, `353`, `354`, `356`, `357`, `359`, `360`, `362`, `363`, `365`, `369`, `372`, `374`, `377`, `378`, `380`, `381`, `383`, `384`, `386`, `388`, `389`, `390`, `392`, `395`, `397`, `398`, `399`, `401`, `402`, `403`, `404`, `405`, `406`, `407`, `408`, `410`, `411`, `412`, `413`, `414`, `415`, `418`, `419`, `420`, `421`, `423`, `424`, `425`, `426`, `428`, `430`, `431`, `432`, `433`, `434`, `436`, `440`, `442`, `444`, `446`, `448`, `449`, `453`, `454`, `457`, `458`, `459`, `460`, `462`, `463`, `464`, `466`, `468`, `469`, `471`, `472`, `474`, `475`, `478`, `479`, `480`, `481`, `482`, `483`, `486`, `487`, `488`, `489`, `490`, `492`, `494`, `495`, `498`, `500`, `501`, `502`, `503`, `504`, `506`, `507`, `508`, `509`, `513`, `514`, `516`, `517`, `519`, `520`, `521`, `522`, `523`, `525`, `526`, `528`, `530`, `534`, `536`, `537`, `538`, `539`, `540`, `543`, `545`, `547`, `549`, `550`, `551`, `552`, `554`, `555`, `557`, `559`, `560`, `562`, `565`, `568`, `571`, `574`, `575`, `576`, `577`, `578`, `582`, `583`, `585`, `586`, `588`, `589`, `591`, `592`, `594`, `596`, `598`, `601`, `602`, `604`, `605`, `606`, `607`, `608`, `609`, `610`, `611`, `612`, `613`, `615`, `616`, `617`, `618`, `620`, `622`, `623`, `624`, `625`, `627`, `628`, `629`, `631`, `633`, `635`, `637`, `638`, `640`, `641`, `644`, `645`, `649`, `650`, `652`, `653`, `655`, `656`, `658`, `660`, `662`, `663`, `664`, `666`, `669`, `671`, `672`, `676`, `677`, `680`, `681`, `682`, `685`, `687`, `688`, `690`, `691`, `693`, `694`, `696`, `697`, `698`, `699`, `700`, `702`, `703`, `704`, `706`, `709`, `711`, `712`, `713`, `714`, `715`, `716`, `718`, `719`, `720`, `723`, `724`, `726`, `728`, `730`, `731`, 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89
+
90
+ </details>
91
+
92
+ ### Accuracy
93
+
94
+ | Type | Score |
95
+ | --- | --- |
96
+ | `TOKEN_F` | 99.95 |
97
+ | `TOKEN_P` | 99.95 |
98
+ | `TOKEN_R` | 99.96 |
99
+ | `TOKEN_ACC` | 99.99 |
100
+ | `SENTS_F` | 98.02 |
101
+ | `SENTS_P` | 98.02 |
102
+ | `SENTS_R` | 98.02 |
103
+ | `TAG_ACC` | 97.87 |
104
+ | `POS_ACC` | 98.83 |
105
+ | `MORPH_ACC` | 97.97 |
106
+ | `DEP_UAS` | 92.14 |
107
+ | `DEP_LAS` | 89.39 |
108
+ | `LEMMA_ACC` | 97.37 |
config.cfg ADDED
@@ -0,0 +1,254 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [paths]
2
+ train = "corpus/UD_Swedish-Talbanken/train.spacy"
3
+ dev = "corpus/UD_Swedish-Talbanken/dev.spacy"
4
+ vectors = null
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+ init_tok2vec = null
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+ tokenizer_source = "training/UD_Swedish-Talbanken/tokenizer/model-best"
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+ transformer_source = "training/UD_Swedish-Talbanken/transformer/model-best"
8
+
9
+ [system]
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+ gpu_allocator = "pytorch"
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+ seed = 0
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+
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+ [nlp]
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+ lang = "sv"
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+ pipeline = ["experimental_char_ner_tokenizer","transformer","senter","tagger","morphologizer","parser","experimental_edit_tree_lemmatizer"]
16
+ batch_size = 64
17
+ disabled = ["senter"]
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+ before_creation = null
19
+ after_creation = null
20
+ after_pipeline_creation = null
21
+ tokenizer = {"@tokenizers":"spacy-experimental.char_pretokenizer.v1"}
22
+
23
+ [components]
24
+
25
+ [components.experimental_char_ner_tokenizer]
26
+ factory = "experimental_char_ner_tokenizer"
27
+ scorer = {"@scorers":"spacy-experimental.tokenizer_scorer.v1"}
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+
29
+ [components.experimental_char_ner_tokenizer.model]
30
+ @architectures = "spacy.TransitionBasedParser.v2"
31
+ state_type = "ner"
32
+ extra_state_tokens = false
33
+ hidden_width = 64
34
+ maxout_pieces = 2
35
+ use_upper = true
36
+ nO = null
37
+
38
+ [components.experimental_char_ner_tokenizer.model.tok2vec]
39
+ @architectures = "spacy.Tok2Vec.v2"
40
+
41
+ [components.experimental_char_ner_tokenizer.model.tok2vec.embed]
42
+ @architectures = "spacy.MultiHashEmbed.v2"
43
+ width = 128
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+ attrs = ["ORTH","LOWER","IS_DIGIT","IS_ALPHA","IS_SPACE","IS_PUNCT"]
45
+ rows = [1000,500,50,50,50,50]
46
+ include_static_vectors = false
47
+
48
+ [components.experimental_char_ner_tokenizer.model.tok2vec.encode]
49
+ @architectures = "spacy.MaxoutWindowEncoder.v2"
50
+ width = 128
51
+ depth = 4
52
+ window_size = 4
53
+ maxout_pieces = 2
54
+
55
+ [components.experimental_edit_tree_lemmatizer]
56
+ factory = "experimental_edit_tree_lemmatizer"
57
+ backoff = "orth"
58
+ min_tree_freq = 1
59
+ overwrite = false
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+ scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
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+ top_k = 1
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+
63
+ [components.experimental_edit_tree_lemmatizer.model]
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+ @architectures = "spacy.Tagger.v1"
65
+ nO = null
66
+
67
+ [components.experimental_edit_tree_lemmatizer.model.tok2vec]
68
+ @architectures = "spacy-transformers.TransformerListener.v1"
69
+ grad_factor = 1.0
70
+ upstream = "transformer"
71
+ pooling = {"@layers":"reduce_mean.v1"}
72
+
73
+ [components.morphologizer]
74
+ factory = "morphologizer"
75
+ extend = false
76
+ overwrite = false
77
+ scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
78
+
79
+ [components.morphologizer.model]
80
+ @architectures = "spacy.Tagger.v1"
81
+ nO = null
82
+
83
+ [components.morphologizer.model.tok2vec]
84
+ @architectures = "spacy-transformers.TransformerListener.v1"
85
+ grad_factor = 1.0
86
+ upstream = "transformer"
87
+ pooling = {"@layers":"reduce_mean.v1"}
88
+
89
+ [components.parser]
90
+ factory = "parser"
91
+ learn_tokens = false
92
+ min_action_freq = 5
93
+ moves = null
94
+ scorer = {"@scorers":"spacy.parser_scorer.v1"}
95
+ update_with_oracle_cut_size = 100
96
+
97
+ [components.parser.model]
98
+ @architectures = "spacy.TransitionBasedParser.v2"
99
+ state_type = "parser"
100
+ extra_state_tokens = false
101
+ hidden_width = 64
102
+ maxout_pieces = 3
103
+ use_upper = false
104
+ nO = null
105
+
106
+ [components.parser.model.tok2vec]
107
+ @architectures = "spacy-transformers.TransformerListener.v1"
108
+ grad_factor = 1.0
109
+ upstream = "transformer"
110
+ pooling = {"@layers":"reduce_mean.v1"}
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+
112
+ [components.senter]
113
+ factory = "senter"
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+ overwrite = false
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+ scorer = {"@scorers":"spacy.senter_scorer.v1"}
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+
117
+ [components.senter.model]
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+ @architectures = "spacy.Tagger.v1"
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+ nO = null
120
+
121
+ [components.senter.model.tok2vec]
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+ @architectures = "spacy-transformers.TransformerListener.v1"
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+ grad_factor = 1.0
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+ upstream = "transformer"
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+ pooling = {"@layers":"reduce_mean.v1"}
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+
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+ [components.tagger]
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+ factory = "tagger"
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+ neg_prefix = "!"
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+ overwrite = false
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+ scorer = {"@scorers":"spacy.tagger_scorer.v1"}
132
+
133
+ [components.tagger.model]
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+ @architectures = "spacy.Tagger.v1"
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+ nO = null
136
+
137
+ [components.tagger.model.tok2vec]
138
+ @architectures = "spacy-transformers.TransformerListener.v1"
139
+ grad_factor = 1.0
140
+ upstream = "transformer"
141
+ pooling = {"@layers":"reduce_mean.v1"}
142
+
143
+ [components.transformer]
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+ factory = "transformer"
145
+ max_batch_items = 4096
146
+ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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+
148
+ [components.transformer.model]
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+ @architectures = "spacy-transformers.TransformerModel.v3"
150
+ name = "xlm-roberta-base"
151
+ mixed_precision = true
152
+
153
+ [components.transformer.model.get_spans]
154
+ @span_getters = "spacy-transformers.strided_spans.v1"
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+ window = 128
156
+ stride = 96
157
+
158
+ [components.transformer.model.grad_scaler_config]
159
+
160
+ [components.transformer.model.tokenizer_config]
161
+ use_fast = true
162
+
163
+ [components.transformer.model.transformer_config]
164
+
165
+ [corpora]
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+
167
+ [corpora.dev]
168
+ @readers = "spacy.Corpus.v1"
169
+ path = ${paths.dev}
170
+ max_length = 0
171
+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
175
+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
178
+ max_length = 0
179
+ gold_preproc = false
180
+ limit = 0
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+ augmenter = null
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+
183
+ [training]
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+ train_corpus = "corpora.train"
185
+ dev_corpus = "corpora.dev"
186
+ seed = ${system:seed}
187
+ gpu_allocator = ${system:gpu_allocator}
188
+ dropout = 0.1
189
+ accumulate_gradient = 3
190
+ patience = 5000
191
+ max_epochs = 0
192
+ max_steps = 20000
193
+ eval_frequency = 200
194
+ frozen_components = []
195
+ before_to_disk = null
196
+ annotating_components = []
197
+
198
+ [training.batcher]
199
+ @batchers = "spacy.batch_by_padded.v1"
200
+ discard_oversize = true
201
+ get_length = null
202
+ size = 2000
203
+ buffer = 256
204
+
205
+ [training.logger]
206
+ @loggers = "spacy.ConsoleLogger.v1"
207
+ progress_bar = false
208
+
209
+ [training.optimizer]
210
+ @optimizers = "Adam.v1"
211
+ beta1 = 0.9
212
+ beta2 = 0.999
213
+ L2_is_weight_decay = true
214
+ L2 = 0.01
215
+ grad_clip = 1.0
216
+ use_averages = true
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+ eps = 0.00000001
218
+
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+ [training.optimizer.learn_rate]
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+ @schedules = "warmup_linear.v1"
221
+ warmup_steps = 250
222
+ total_steps = 20000
223
+ initial_rate = 0.00005
224
+
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+ [training.score_weights]
226
+ token_f = 0.0
227
+ token_p = null
228
+ token_r = null
229
+ token_acc = null
230
+ sents_f = 0.05
231
+ sents_p = 0.0
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+ sents_r = 0.0
233
+ tag_acc = 0.11
234
+ pos_acc = 0.05
235
+ morph_acc = 0.05
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+ morph_per_feat = null
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+ dep_uas = 0.11
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+ dep_las = 0.11
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+ dep_las_per_type = null
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+ lemma_acc = 0.52
241
+
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+ [pretraining]
243
+
244
+ [initialize]
245
+ vectors = ${paths.vectors}
246
+ init_tok2vec = ${paths.init_tok2vec}
247
+ vocab_data = null
248
+ lookups = null
249
+ before_init = null
250
+ after_init = null
251
+
252
+ [initialize.components]
253
+
254
+ [initialize.tokenizer]
experimental_char_ner_tokenizer/cfg ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "beam_density":0.0,
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+ "beam_update_prob":0.0,
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+ "incorrect_spans_key":null
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+ }
experimental_char_ner_tokenizer/model ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d5012c164d567668e44e3589e9191cd77487e9c3deaed34605b6ed193e31bd20
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+ size 6922248
experimental_char_ner_tokenizer/moves ADDED
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experimental_edit_tree_lemmatizer/cfg ADDED
@@ -0,0 +1,831 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "lang":"sv",
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+ "name":"udv25_swedishtalbanken_trf",
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+ "version":"0.0.1",
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+ "description":"UD v2.5 benchmarking pipeline for UD_Swedish-Talbanken",
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+ "author":"Explosion",
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+ "email":"contact@explosion.ai",
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+ "license":"CC BY-SA 4.0",
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+ "vectors":0,
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+ "keys":0,
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+ "labels":{
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+ "experimental_char_ner_tokenizer":[
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+ "TOKEN"
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+ "transformer":[
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+
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+ ],
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+ "senter":[
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+ "I",
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+ "S"
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+ ],
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+ "PC|PRF|UTR/NEU|PLU|IND/DEF|NOM",
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+ "PN|UTR/NEU|SIN/PLU|DEF|OBJ",
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+ "PN|UTR|PLU|DEF|OBJ",
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+ "PN|UTR|PLU|DEF|SUB",
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+ "PN|UTR|SIN|DEF|OBJ",
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+ "PN|UTR|SIN|DEF|SUB",
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+ "PN|UTR|SIN|DEF|SUB/OBJ",
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+ "PN|UTR|SIN|IND|NOM",
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+ "PN|UTR|SIN|IND|SUB",
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+ "PN|UTR|SIN|IND|SUB/OBJ",
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+ "VB|PRS|AKT",
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+ "VB|PRS|SFO",
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+ "VB|PRT|AKT",
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+ "Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
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+ "POS=VERB|VerbForm=Sup|Voice=Act",
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+ "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN",
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+ "POS=PART|Polarity=Neg",
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+ "Case=Nom|Degree=Pos|POS=ADJ",
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+ "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN",
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+ "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=NOUN",
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+ "Degree=Sup|POS=ADV",
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+ "Case=Nom|NumType=Card|POS=NUM",
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+ "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act",
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+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel",
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+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel",
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+ "NumType=Card|POS=NUM",
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+ "POS=INTJ",
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+ "Degree=Sup|POS=ADV|Polarity=Neg",
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+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Tot",
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+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
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+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Int",
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+ "POS=ADV|Polarity=Neg",
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+ "Definite=Ind|Number=Sing|POS=DET|PronType=Ind",
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+ "POS=ADJ",
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+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs",
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+ "Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
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+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN",
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+ "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Tot",
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+ "Gender=Neut|Number=Sing|POS=DET|PronType=Tot",
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+ "Case=Nom|Gender=Masc|Number=Sing|POS=ADJ",
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+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg",
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+ "Gender=Com|Number=Sing|POS=DET|PronType=Prs",
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+ "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Pass",
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+ "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind",
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+ "Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act",
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+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel",
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+ "Foreign=Yes|POS=CCONJ",
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+ "POS=DET|PronType=Art",
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+ "Definite=Ind|Number=Plur|POS=DET|PronType=Tot",
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+ "Definite=Def|Number=Plur|POS=PRON|PronType=Prs",
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+ "Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ",
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+ "Definite=Def|Number=Plur|POS=PRON|PronType=Tot",
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+ "Degree=Pos|POS=ADV|Polarity=Neg",
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+ "Mood=Sub|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act",
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+ "POS=PRON|PronType=Ind",
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+ "Definite=Ind|POS=DET|PronType=Neg",
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+ "Definite=Ind|Number=Plur|POS=PRON|PronType=Neg",
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+ "POS=CCONJ|Polarity=Neg",
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+ "Case=Nom|Gender=Masc|Number=Sing|POS=NOUN",
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+ "Case=Acc|Gender=Fem|Number=Sing|POS=NOUN",
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+ "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Tot",
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+ "Definite=Def|Number=Plur|POS=DET|PronType=Tot",
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+ "Mood=Imp|POS=AUX|VerbForm=Fin|Voice=Act",
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+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Rcp",
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+ "Case=Acc|Definite=Def|POS=PRON|Polarity=Neg|PronType=Ind"
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+ ],
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+ "parser":[
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+ }
morphologizer/cfg ADDED
@@ -0,0 +1,414 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "extend":false,
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+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
55
+ "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Prs":"Case=Nom|Definite=Def|Number=Plur|PronType=Prs",
56
+ "Case=Nom|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Number=Plur|Tense=Past|VerbForm=Part",
57
+ "POS=AUX|VerbForm=Sup|Voice=Act":"VerbForm=Sup|Voice=Act",
58
+ "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Rcp":"Case=Acc|Definite=Def|Number=Plur|PronType=Rcp",
59
+ "POS=VERB|VerbForm=Sup|Voice=Pass":"VerbForm=Sup|Voice=Pass",
60
+ "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act",
61
+ "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Neut|Number=Sing|PronType=Art",
62
+ "Case=Nom|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Pos|Number=Sing",
63
+ "Case=Nom|Degree=Cmp|POS=ADJ":"Case=Nom|Degree=Cmp",
64
+ "Definite=Ind|Number=Sing|POS=DET|PronType=Tot":"Definite=Ind|Number=Sing|PronType=Tot",
65
+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Com|Number=Sing|PronType=Art",
66
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|Tense=Past|VerbForm=Part",
67
+ "Definite=Ind|POS=DET|PronType=Ind":"Definite=Ind|PronType=Ind",
68
+ "Case=Nom|Definite=Def|Number=Sing|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Def|Number=Sing|Tense=Past|VerbForm=Part",
69
+ "Case=Nom|POS=ADJ|Tense=Pres|VerbForm=Part":"Case=Nom|Tense=Pres|VerbForm=Part",
70
+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Ind":"Definite=Ind|Gender=Com|Number=Sing|PronType=Ind",
71
+ "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem":"Definite=Def|Gender=Neut|Number=Sing|PronType=Dem",
72
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Art",
73
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Act",
74
+ "Case=Acc|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
75
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Int":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Int",
76
+ "Definite=Def|Gender=Com|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Com|Number=Sing|Poss=Yes|PronType=Prs",
77
+ "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Neut|Number=Sing|Poss=Yes|PronType=Prs",
78
+ "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Case=Nom|Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
79
+ "Definite=Def|Number=Plur|POS=PRON|PronType=Dem":"Definite=Def|Number=Plur|PronType=Dem",
80
+ "Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Poss=Yes|PronType=Prs",
81
+ "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|Number=Plur|PronType=Prs",
82
+ "Case=Nom|Definite=Def|Degree=Sup|Number=Plur|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Number=Plur",
83
+ "Case=Nom|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Case=Nom|Degree=Pos|Gender=Com|Number=Sing",
84
+ "Gender=Com|Number=Sing|POS=DET|PronType=Tot":"Gender=Com|Number=Sing|PronType=Tot",
85
+ "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Dem":"Definite=Def|Gender=Com|Number=Sing|PronType=Dem",
86
+ "Case=Gen|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":"Case=Gen|Definite=Ind|Gender=Com|Number=Sing",
87
+ "POS=NOUN":"",
88
+ "Case=Nom|POS=ADJ":"Case=Nom",
89
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|PronType=Ind",
90
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Ind",
91
+ "Definite=Ind|Number=Plur|POS=PRON|PronType=Tot":"Definite=Ind|Number=Plur|PronType=Tot",
92
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Ind":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Ind",
93
+ "Definite=Ind|Number=Plur|POS=PRON|PronType=Ind":"Definite=Ind|Number=Plur|PronType=Ind",
94
+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Ind":"Definite=Def|Poss=Yes|PronType=Ind",
95
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Sing",
96
+ "Gender=Com|POS=NOUN":"Gender=Com",
97
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Tot",
98
+ "Case=Gen|Definite=Def|Gender=Com|Number=Sing|POS=NOUN":"Case=Gen|Definite=Def|Gender=Com|Number=Sing",
99
+ "Case=Acc|Definite=Def|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|PronType=Prs",
100
+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Poss=Yes|PronType=Prs",
101
+ "Case=Nom|POS=PROPN":"Case=Nom",
102
+ "Case=Nom|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Number=Plur|Tense=Past|VerbForm=Part",
103
+ "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs":"Case=Nom|Definite=Def|Gender=Com|Number=Plur|PronType=Prs",
104
+ "Definite=Def|Number=Plur|POS=DET|PronType=Prs":"Definite=Def|Number=Plur|PronType=Prs",
105
+ "Case=Gen|Number=Plur|POS=ADJ|Tense=Past|VerbForm=Part":"Case=Gen|Number=Plur|Tense=Past|VerbForm=Part",
106
+ "Case=Acc|Definite=Def|Gender=Com|Number=Plur|POS=PRON|PronType=Prs":"Case=Acc|Definite=Def|Gender=Com|Number=Plur|PronType=Prs",
107
+ "Definite=Ind|Number=Plur|POS=PRON|PronType=Rel":"Definite=Ind|Number=Plur|PronType=Rel",
108
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin":"Mood=Ind|Tense=Past|VerbForm=Fin",
109
+ "Definite=Ind|Number=Plur|POS=PRON|PronType=Int":"Definite=Ind|Number=Plur|PronType=Int",
110
+ "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
111
+ "Case=Gen|POS=PROPN":"Case=Gen",
112
+ "POS=PROPN":"",
113
+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Int":"Definite=Ind|Gender=Com|Number=Sing|PronType=Int",
114
+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Tot":"Definite=Ind|Gender=Com|Number=Sing|PronType=Tot",
115
+ "Gender=Neut|POS=NOUN":"Gender=Neut",
116
+ "Case=Gen|Definite=Def|Gender=Com|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Com|Number=Plur",
117
+ "Definite=Ind|Number=Plur|POS=DET|PronType=Int":"Definite=Ind|Number=Plur|PronType=Int",
118
+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Neg":"Definite=Ind|Gender=Com|Number=Sing|PronType=Neg",
119
+ "POS=VERB|VerbForm=Sup":"VerbForm=Sup",
120
+ "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":"Case=Gen|Definite=Def|Gender=Neut|Number=Plur",
121
+ "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass":"Mood=Ind|Tense=Past|VerbForm=Fin|Voice=Pass",
122
+ "Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing|POS=NUM":"Case=Nom|Definite=Ind|Gender=Neut|NumType=Card|Number=Sing",
123
+ "Foreign=Yes|POS=NOUN":"Foreign=Yes",
124
+ "Foreign=Yes|POS=ADJ":"Foreign=Yes",
125
+ "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind":"Definite=Def|Gender=Neut|Number=Sing|PronType=Ind",
126
+ "Definite=Ind|Number=Plur|POS=DET|PronType=Ind":"Definite=Ind|Number=Plur|PronType=Ind",
127
+ "POS=SYM":"",
128
+ "Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":"Case=Nom|Degree=Pos|Gender=Neut|Number=Sing",
129
+ "Definite=Def|Number=Sing|POS=DET|PronType=Tot":"Definite=Def|Number=Sing|PronType=Tot",
130
+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Definite=Ind|Gender=Com|Number=Sing|PronType=Ind",
131
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Int":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Int",
132
+ "Case=Nom|Definite=Ind|Degree=Sup|POS=ADJ":"Case=Nom|Definite=Ind|Degree=Sup",
133
+ "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Dem":"Definite=Def|Gender=Com|Number=Sing|PronType=Dem",
134
+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Neg":"Definite=Ind|Gender=Com|Number=Sing|PronType=Neg",
135
+ "Mood=Sub|POS=AUX|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Sub|Tense=Past|VerbForm=Fin|Voice=Act",
136
+ "Degree=Pos|Gender=Com|POS=ADJ":"Degree=Pos|Gender=Com",
137
+ "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Definite=Def|Gender=Com|Number=Sing|PronType=Ind",
138
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|Tense=Past|VerbForm=Part",
139
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|Tense=Past|VerbForm=Part",
140
+ "Definite=Def|Number=Plur|POS=PRON|PronType=Ind":"Definite=Def|Number=Plur|PronType=Ind",
141
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Prs",
142
+ "Definite=Ind|POS=DET|PronType=Prs":"Definite=Ind|PronType=Prs",
143
+ "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Prs":"Definite=Def|Gender=Neut|Number=Sing|PronType=Prs",
144
+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Rel":"Definite=Def|Poss=Yes|PronType=Rel",
145
+ "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ":"Case=Gen|Degree=Pos|Number=Plur",
146
+ "Definite=Def|Number=Plur|POS=PRON|Poss=Yes|PronType=Ind":"Definite=Def|Number=Plur|Poss=Yes|PronType=Ind",
147
+ "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Prs":"Definite=Def|Gender=Com|Number=Sing|PronType=Prs",
148
+ "Abbr=Yes|POS=ADJ":"Abbr=Yes",
149
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Rel",
150
+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel":"Definite=Ind|Gender=Com|Number=Sing|PronType=Rel",
151
+ "NumType=Card|POS=NUM":"NumType=Card",
152
+ "POS=INTJ":"",
153
+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Int":"Definite=Ind|Gender=Com|Number=Sing|PronType=Int",
154
+ "Degree=Sup|POS=ADV|Polarity=Neg":"Degree=Sup|Polarity=Neg",
155
+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Tot":"Definite=Ind|Gender=Com|Number=Sing|PronType=Tot",
156
+ "Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Definite=Ind|Gender=Com|Number=Sing|PronType=Prs",
157
+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Int":"Definite=Def|Poss=Yes|PronType=Int",
158
+ "POS=ADV|Polarity=Neg":"Polarity=Neg",
159
+ "Definite=Ind|Number=Sing|POS=DET|PronType=Ind":"Definite=Ind|Number=Sing|PronType=Ind",
160
+ "POS=ADJ":"",
161
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|PronType=Prs",
162
+ "Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":"Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing",
163
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":"Definite=Ind|Gender=Neut|Number=Sing",
164
+ "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Tot":"Case=Nom|Definite=Def|Gender=Com|Number=Sing|PronType=Tot",
165
+ "Gender=Neut|Number=Sing|POS=DET|PronType=Tot":"Gender=Neut|Number=Sing|PronType=Tot",
166
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=PRON|PronType=Neg":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Neg",
167
+ "Case=Nom|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Gender=Masc|Number=Sing",
168
+ "Definite=Ind|Number=Plur|POS=DET|PronType=Neg":"Definite=Ind|Number=Plur|PronType=Neg",
169
+ "Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ":"Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing",
170
+ "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Definite=Def|Gender=Masc|Number=Sing|PronType=Dem",
171
+ "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Tot":"Definite=Def|Gender=Neut|Number=Sing|PronType=Tot",
172
+ "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Neg":"Definite=Ind|Gender=Neut|Number=Sing|PronType=Neg",
173
+ "Gender=Com|Number=Sing|POS=DET|PronType=Prs":"Gender=Com|Number=Sing|PronType=Prs",
174
+ "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Pass":"Mood=Imp|VerbForm=Fin|Voice=Pass",
175
+ "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Ind":"Case=Nom|Definite=Def|Number=Plur|PronType=Ind",
176
+ "Case=Acc|Definite=Def|POS=PRON|PronType=Ind":"Case=Acc|Definite=Def|PronType=Ind",
177
+ "Foreign=Yes|POS=ADP":"Foreign=Yes",
178
+ "Definite=Ind|Gender=Com|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Gender=Com|Number=Sing|PronType=Prs",
179
+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Dem":"Definite=Def|Poss=Yes|PronType=Dem",
180
+ "Abbr=Yes|Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act":"Abbr=Yes|Mood=Imp|VerbForm=Fin|Voice=Act",
181
+ "Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act":"Mood=Sub|Tense=Pres|VerbForm=Fin|Voice=Act",
182
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=PRON|PronType=Rel":"Case=Nom|Definite=Ind|Gender=Com|Number=Sing|PronType=Rel",
183
+ "Foreign=Yes|POS=CCONJ":"Foreign=Yes",
184
+ "POS=DET|PronType=Art":"PronType=Art",
185
+ "Definite=Ind|Number=Sing|POS=DET|PronType=Prs":"Definite=Ind|Number=Sing|PronType=Prs",
186
+ "Definite=Ind|Number=Plur|POS=DET|PronType=Tot":"Definite=Ind|Number=Plur|PronType=Tot",
187
+ "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Ind":"Case=Nom|Definite=Def|Gender=Com|Number=Sing|PronType=Ind",
188
+ "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Rel":"Case=Nom|Definite=Def|Number=Plur|PronType=Rel",
189
+ "Case=Acc|Definite=Def|Number=Plur|POS=PRON|PronType=Tot":"Case=Acc|Definite=Def|Number=Plur|PronType=Tot",
190
+ "Definite=Def|Number=Plur|POS=PRON|PronType=Prs":"Definite=Def|Number=Plur|PronType=Prs",
191
+ "Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":"Case=Gen|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing",
192
+ "Definite=Def|Number=Plur|POS=PRON|PronType=Tot":"Definite=Def|Number=Plur|PronType=Tot",
193
+ "Degree=Pos|POS=ADV|Polarity=Neg":"Degree=Pos|Polarity=Neg",
194
+ "Mood=Sub|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act":"Mood=Sub|Tense=Past|VerbForm=Fin|Voice=Act",
195
+ "POS=PRON|PronType=Ind":"PronType=Ind",
196
+ "Definite=Ind|POS=DET|PronType=Neg":"Definite=Ind|PronType=Neg",
197
+ "Definite=Ind|Number=Plur|POS=PRON|PronType=Neg":"Definite=Ind|Number=Plur|PronType=Neg",
198
+ "POS=CCONJ|Polarity=Neg":"Polarity=Neg",
199
+ "Case=Nom|Gender=Masc|Number=Sing|POS=NOUN":"Case=Nom|Gender=Masc|Number=Sing",
200
+ "Case=Acc|Gender=Fem|Number=Sing|POS=NOUN":"Case=Acc|Gender=Fem|Number=Sing",
201
+ "Case=Nom|Definite=Def|Number=Plur|POS=PRON|PronType=Tot":"Case=Nom|Definite=Def|Number=Plur|PronType=Tot",
202
+ "Definite=Def|Number=Plur|POS=DET|PronType=Tot":"Definite=Def|Number=Plur|PronType=Tot",
203
+ "Mood=Imp|POS=AUX|VerbForm=Fin|Voice=Act":"Mood=Imp|VerbForm=Fin|Voice=Act",
204
+ "Foreign=Yes|POS=ADV":"Foreign=Yes",
205
+ "Definite=Def|POS=PRON|Poss=Yes|PronType=Rcp":"Definite=Def|Poss=Yes|PronType=Rcp",
206
+ "Case=Acc|Definite=Def|POS=PRON|Polarity=Neg|PronType=Ind":"Case=Acc|Definite=Def|Polarity=Neg|PronType=Ind"
207
+ },
208
+ "labels_pos":{
209
+ "Case=Nom|Definite=Ind|Degree=Pos|Gender=Com|Number=Sing|POS=ADJ":84,
210
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Sing|POS=NOUN":92,
211
+ "POS=ADP":85,
212
+ "Case=Nom|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":92,
213
+ "Case=Nom|Definite=Def|Gender=Com|Number=Sing|POS=NOUN":92,
214
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass":100,
215
+ "POS=PUNCT":97,
216
+ "Definite=Def|Gender=Neut|Number=Sing|POS=PRON|PronType=Prs":95,
217
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act":100,
218
+ "Abbr=Yes|POS=ADV":86,
219
+ "POS=SCONJ":98,
220
+ "POS=ADV":86,
221
+ "Case=Nom|Definite=Ind|Gender=Com|NumType=Card|Number=Sing|POS=NUM":93,
222
+ "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin|Voice=Act":87,
223
+ "POS=PART":94,
224
+ "POS=VERB|VerbForm=Inf":100,
225
+ "Definite=Def|Gender=Com|Number=Sing|POS=PRON|PronType=Prs":95,
226
+ "Number=Plur|POS=DET|PronType=Tot":90,
227
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":92,
228
+ "Case=Nom|Degree=Pos|Number=Plur|POS=ADJ":84,
229
+ "Case=Nom|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":92,
230
+ "POS=CCONJ":89,
231
+ "Definite=Def|Number=Plur|POS=DET|PronType=Art":90,
232
+ "POS=PRON|PronType=Rel":95,
233
+ "Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Dem":90,
234
+ "Degree=Pos|POS=ADV":86,
235
+ "Definite=Def|Number=Plur|POS=DET|PronType=Dem":90,
236
+ "Case=Nom|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ":84,
237
+ "Definite=Def|Gender=Com|Number=Sing|POS=DET|PronType=Art":90,
238
+ "Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ":84,
239
+ "POS=VERB|VerbForm=Sup|Voice=Act":100,
240
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN":92,
241
+ "POS=PART|Polarity=Neg":94,
242
+ "Case=Nom|Degree=Pos|POS=ADJ":84,
243
+ "Case=Gen|Definite=Ind|Gender=Com|Number=Plur|POS=NOUN":92,
244
+ "Degree=Cmp|POS=ADV":86,
245
+ "POS=VERB|VerbForm=Inf|Voice=Pass":100,
246
+ "Case=Nom|Definite=Ind|Degree=Pos|Number=Plur|POS=ADJ":84,
247
+ "Case=Nom|Definite=Def|Gender=Com|Number=Plur|POS=NOUN":92,
248
+ "Degree=Sup|POS=ADV":86,
249
+ "Case=Nom|NumType=Card|POS=NUM":93,
250
+ "Abbr=Yes|POS=NOUN":92,
251
+ "Case=Nom|Definite=Def|Degree=Sup|POS=ADJ":84,
252
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN":92,
253
+ "Mood=Imp|POS=VERB|VerbForm=Fin|Voice=Act":100,
254
+ "POS=VERB|VerbForm=Inf|Voice=Act":100,
255
+ "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN":92,
256
+ "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin":100,
257
+ "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN":92,
258
+ "POS=AUX|VerbForm=Inf|Voice=Act":87,
259
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