Update spaCy pipeline

.gitattributes

@@ -33,3 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+de_core_news_lg-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+ner/model filter=lfs diff=lfs merge=lfs -text
+tok2vec/model filter=lfs diff=lfs merge=lfs -text
+vocab/key2row filter=lfs diff=lfs merge=lfs -text
+vocab/strings.json filter=lfs diff=lfs merge=lfs -text
+vocab/vectors filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,125 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- de
+license: mit
+model-index:
+- name: de_core_news_lg
+  results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.8527131783
+    - name: NER Recall
+      type: recall
+      value: 0.844401557
+    - name: NER F Score
+      type: f_score
+      value: 0.8485370145
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9795559667
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9841217399
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9205894013
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.9790945371
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.9265658098
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.9078030166
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9541230945
+---
+German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.
+
+| Feature | Description |
+| --- | --- |
+| **Name** | `de_core_news_lg` |
+| **Version** | `3.7.0` |
+| **spaCy** | `>=3.7.0,<3.8.0` |
+| **Default Pipeline** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
+| **Components** | `tok2vec`, `tagger`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
+| **Vectors** | 500000 keys, 500000 unique vectors (300 dimensions) |
+| **Sources** | [TIGER Corpus](https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html) (Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther König, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit)<br>[Tiger2Dep](https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/) (Wolfgang Seeker)<br>[WikiNER](https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500) (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)<br>[Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)](https://spacy.io) (Explosion) |
+| **License** | `MIT` |
+| **Author** | [Explosion](https://explosion.ai) |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (773 labels for 4 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`tagger`** | `$(`, `$,`, `$.`, `ADJA`, `ADJD`, `ADV`, `APPO`, `APPR`, `APPRART`, `APZR`, `ART`, `CARD`, `FM`, `ITJ`, `KOKOM`, `KON`, `KOUI`, `KOUS`, `NE`, `NN`, `NNE`, `PDAT`, `PDS`, `PIAT`, `PIS`, `PPER`, `PPOSAT`, `PPOSS`, `PRELAT`, `PRELS`, `PRF`, `PROAV`, `PTKA`, `PTKANT`, `PTKNEG`, `PTKVZ`, `PTKZU`, `PWAT`, `PWAV`, `PWS`, `TRUNC`, `VAFIN`, `VAIMP`, `VAINF`, `VAPP`, `VMFIN`, `VMINF`, `VMPP`, `VVFIN`, `VVIMP`, `VVINF`, `VVIZU`, `VVPP`, `XY`, `_SP` |
+| **`morphologizer`** | `POS=PUNCT`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `POS=ADV`, `Case=Nom\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=ADP`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PROPN`, `POS=VERB\|VerbForm=Part`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Foreign=Yes\|POS=X`, `Degree=Pos\|POS=ADV`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=NOUN`, `POS=CCONJ`, `POS=SCONJ`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `POS=VERB\|VerbForm=Inf`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=NOUN`, `POS=PART`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Plur\|POS=PROPN`, `POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=PROPN`, `Case=Dat\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=NOUN`, `POS=NUM`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=ADP`, `Gender=Neut\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PROPN`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=PROPN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `POS=INTJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=NOUN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|POS=NOUN`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PROPN`, `POS=SCONJ\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Neut\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Plur\|POS=NOUN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=ADP`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Degree=Cmp\|POS=ADV`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=ADP`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Gen\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Gen\|Number=Sing\|POS=PROPN`, `Case=Nom\|Definite=Def\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `POS=X`, `Case=Dat\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=NOUN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `POS=SPACE`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=DET\|PronType=Ind`, `Case=Gen\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Definite=Def\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Definite=Def\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=NOUN`, `Case=Nom\|Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Pos\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Acc\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=NOUN`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Degree=Pos\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `POS=AUX\|VerbForm=Inf`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Gen\|Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=3\|Tense=Pres\|VerbForm=Fin`, `POS=ADV\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `POS=AUX\|VerbForm=Part`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Ind`, `Degree=Sup\|POS=ADV`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Number=Sing\|POS=NOUN`, `Case=Acc\|Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Gen\|Number=Sing\|POS=NOUN`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Number=Plur\|POS=DET\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Definite=Ind\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Gender=Fem\|POS=NOUN`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Pos\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PROPN`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Dat\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Pos\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Acc\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Gender=Masc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=NOUN`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Gen\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Plur\|POS=NOUN`, `Case=Nom\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Degree=Pos\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Gender=Masc\|POS=PROPN`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PROPN`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Dat\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Gen\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Sing\|POS=ADP`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Rel`, `Mood=Imp\|Number=Sing\|POS=VERB\|Person=2`, `Case=Nom\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Masc\|POS=NOUN`, `Case=Dat\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Sup\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Gen\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Gender=Neut\|Number=Sing\|POS=NOUN`, `POS=NOUN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Gen\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Gen\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Dat\|POS=PROPN`, `Case=Gen\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Gen\|POS=PROPN`, `Case=Acc\|Number=Sing\|POS=NOUN`, `Case=Gen\|Degree=Sup\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Cmp\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Mood=Imp\|Number=Plur\|POS=VERB\|Person=2`, `Case=Dat\|Degree=Cmp\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|POS=PRON\|PronType=Dem`, `Definite=Ind\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|POS=PRON\|PronType=Dem`, `Gender=Masc\|Number=Sing\|POS=PROPN`, `Case=Gen\|Degree=Cmp\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Neut\|Number=Sing\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|Degree=Cmp\|Number=Sing\|POS=ADJ`, `Case=Dat\|Degree=Pos\|Number=Sing\|POS=ADJ`, `POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Number=Sing\|POS=PRON\|PronType=Dem`, `Gender=Fem\|Number=Sing\|POS=PROPN`, `Case=Nom\|Degree=Sup\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Nom\|Degree=Sup\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|POS=PRON\|Person=3\|PronType=Prs`, `Mood=Ind\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Ind`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Gen\|Degree=Cmp\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Acc\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Dat\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Nom\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Definite=Ind\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=3\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Number=Plur\|POS=DET\|PronType=Dem`, `Gender=Neut\|POS=DET\|PronType=Ind`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Mood=Ind\|Number=Plur\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Dat\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs\|Reflex=Yes`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Plur\|POS=PRON\|PronType=Ind`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Past\|VerbForm=Fin`, `Mood=Sub\|Number=Plur\|POS=VERB\|Person=1\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Degree=Sup\|Gender=Masc\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Degree=Pos\|POS=ADJ`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Imp\|Number=Plur\|POS=AUX\|Person=2`, `Case=Dat\|Number=Sing\|POS=PRON\|PronType=Int`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs\|Reflex=Yes`, `Case=Dat\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Mood=Sub\|Number=Plur\|POS=AUX\|Person=1\|Tense=Pres\|VerbForm=Fin`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Dat\|Degree=Cmp\|Gender=Neut\|Number=Plur\|POS=ADJ`, `Case=Dat\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Gender=Neut\|Number=Plur\|POS=NOUN`, `Case=Dat\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Gender=Fem\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Gen\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Ind`, `Gender=Fem\|Number=Plur\|POS=NOUN`, `Gender=Fem\|POS=PRON\|PronType=Ind`, `Case=Nom\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Plur\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Case=Nom\|Gender=Neut\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Dat\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Dat\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Dat\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Nom\|Gender=Masc\|POS=NOUN`, `Case=Nom\|POS=NOUN`, `Case=Gen\|POS=NOUN`, `Degree=Cmp\|Gender=Fem\|Number=Sing\|POS=ADJ`, `Degree=Pos\|Gender=Neut\|Number=Sing\|POS=ADJ`, `Case=Acc\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Acc\|POS=PROPN`, `Case=Nom\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Degree=Cmp\|Number=Plur\|POS=ADJ`, `Case=Acc\|Gender=Neut\|POS=NOUN`, `Case=Gen\|POS=DET\|PronType=Rel`, `Case=Dat\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `POS=DET\|PronType=Int`, `Definite=Ind\|Gender=Neut\|POS=DET\|PronType=Art`, `Case=Dat\|POS=NOUN`, `Case=Acc\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Neut\|POS=NOUN`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Degree=Pos\|Gender=Masc\|Number=Sing\|POS=ADJ`, `Case=Dat\|Number=Plur\|POS=DET\|PronType=Dem`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Gen\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Acc\|POS=NOUN`, `Case=Gen\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PROPN`, `Case=Nom\|Definite=Def\|POS=DET\|PronType=Art`, `Case=Nom\|Degree=Pos\|POS=ADJ`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Degree=Pos\|Gender=Fem\|Number=Plur\|POS=ADJ`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Definite=Def\|Gender=Fem\|Number=Plur\|POS=DET\|PronType=Art`, `Case=Acc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Gen\|Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Ind`, `Case=Gen\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Plur\|POS=PRON\|PronType=Int`, `Case=Dat\|Gender=Neut\|POS=NOUN`, `Case=Acc\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Ind`, `Case=Dat\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Definite=Def\|Number=Sing\|POS=DET\|PronType=Art`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=DET\|PronType=Rel`, `Degree=Cmp\|POS=ADJ`, `Case=Dat\|Gender=Neut\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Nom\|Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Case=Acc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `POS=ADJ`, `Case=Nom\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Int`, `Case=Acc\|Degree=Pos\|POS=ADJ`, `Case=Gen\|POS=PRON\|PronType=Int`, `Case=Acc\|Definite=Ind\|Gender=Neut\|Number=Plur\|POS=DET\|PronType=Art`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `Degree=Pos\|Number=Plur\|POS=ADJ`, `Number=Plur\|POS=NOUN`, `POS=PRON\|PronType=Int`, `Case=Gen\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Dat\|Gender=Masc\|POS=NOUN`, `Gender=Fem\|Number=Plur\|POS=DET\|PronType=Ind`, `Gender=Fem\|POS=DET\|PronType=Dem`, `Case=Acc\|POS=PRON\|PronType=Ind`, `Case=Gen\|Number=Sing\|POS=DET\|PronType=Int`, `Case=Gen\|Gender=Neut\|Number=Plur\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Fem\|POS=NOUN`, `Case=Nom\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Mood=Sub\|Number=Sing\|POS=AUX\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Gen\|Gender=Neut\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Nom\|Gender=Masc\|Number=Sing\|POS=ADP`, `Case=Nom\|Gender=Masc\|POS=PROPN`, `Definite=Def\|POS=DET\|PronType=Art`, `Mood=Ind\|Number=Sing\|POS=VERB\|Person=2\|Tense=Past\|VerbForm=Fin`, `Case=Acc\|Degree=Pos\|Number=Sing\|POS=ADJ`, `Case=Acc\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Nom\|Number=Sing\|POS=PRON\|PronType=Dem`, `Case=Nom\|Number=Sing\|POS=DET\|PronType=Ind`, `Case=Dat\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Case=Dat\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Dat\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Mood=Imp\|Number=Sing\|POS=AUX\|Person=2`, `Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Case=Gen\|Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Masc\|Number=Sing\|POS=ADP`, `Definite=Ind\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Mood=Sub\|Number=Sing\|POS=VERB\|Person=2\|Tense=Pres\|VerbForm=Fin`, `Case=Nom\|Degree=Sup\|Number=Plur\|POS=ADJ`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PROPN`, `Case=Acc\|Gender=Fem\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Gender=Fem\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Case=Dat\|Gender=Masc\|POS=PROPN`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=DET`, `Case=Gen\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Rel`, `Case=Acc\|Gender=Fem\|Number=Sing\|POS=PRON\|PronType=Int`, `Case=Nom\|POS=PRON\|PronType=Ind`, `Case=Nom\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs\|Reflex=Yes`, `Case=Gen\|Definite=Def\|Gender=Fem\|POS=DET\|PronType=Art`, `Case=Gen\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Acc\|Gender=Masc\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Case=Gen\|POS=DET\|PronType=Dem`, `Case=Nom\|Gender=Masc\|Number=Plur\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Gender=Masc\|POS=PRON\|PronType=Ind`, `Gender=Neut\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `Case=Nom\|Gender=Fem\|POS=PRON\|PronType=Ind`, `Case=Nom\|Gender=Fem\|POS=PROPN`, `Gender=Neut\|Number=Plur\|POS=PROPN`, `Gender=Masc\|Number=Sing\|POS=PRON\|PronType=Ind` |
+| **`parser`** | `ROOT`, `ac`, `adc`, `ag`, `ams`, `app`, `avc`, `cc`, `cd`, `cj`, `cm`, `cp`, `cvc`, `da`, `dep`, `dm`, `ep`, `ju`, `mnr`, `mo`, `ng`, `nk`, `nmc`, `oa`, `oc`, `og`, `op`, `par`, `pd`, `pg`, `ph`, `pm`, `pnc`, `punct`, `rc`, `re`, `rs`, `sb`, `sbp`, `svp`, `uc`, `vo` |
+| **`ner`** | `LOC`, `MISC`, `ORG`, `PER`, `city_names` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `TOKEN_ACC` | 99.96 |
+| `TOKEN_P` | 99.92 |
+| `TOKEN_R` | 99.90 |
+| `TOKEN_F` | 99.91 |
+| `TAG_ACC` | 97.96 |
+| `POS_ACC` | 98.41 |
+| `MORPH_ACC` | 92.06 |
+| `MORPH_MICRO_P` | 96.01 |
+| `MORPH_MICRO_R` | 95.99 |
+| `MORPH_MICRO_F` | 96.00 |
+| `SENTS_P` | 95.18 |
+| `SENTS_R` | 96.48 |
+| `SENTS_F` | 95.41 |
+| `DEP_UAS` | 92.66 |
+| `DEP_LAS` | 90.78 |
+| `LEMMA_ACC` | 97.91 |
+| `ENTS_P` | 85.27 |
+| `ENTS_R` | 84.44 |
+| `ENTS_F` | 84.85 |

config.cfg

@@ -0,0 +1,314 @@
+[paths]
+train = null
+dev = null
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "de"
+pipeline = ["tok2vec","tagger","morphologizer","parser","lemmatizer","senter","attribute_ruler","ner"]
+disabled = ["senter"]
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+batch_size = 256
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
+
+[components]
+
+[components.attribute_ruler]
+factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
+validate = false
+
+[components.lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.lemmatizer.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode:width}
+upstream = "tok2vec"
+
+[components.morphologizer]
+factory = "morphologizer"
+extend = false
+label_smoothing = 0.0
+overwrite = true
+scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
+
+[components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[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
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+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 = [5000,1000,2500,2500]
+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
+scorer = {"@scorers":"spacy.parser_scorer.v1"}
+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"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
+
+[components.senter.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.senter.model.tok2vec]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.senter.model.tok2vec.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 16
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
+include_static_vectors = true
+
+[components.senter.model.tok2vec.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 16
+depth = 2
+window_size = 1
+maxout_pieces = 2
+
+[components.tagger]
+factory = "tagger"
+label_smoothing = 0.0
+neg_prefix = "!"
+overwrite = false
+scorer = {"@scorers":"spacy.tagger_scorer.v1"}
+
+[components.tagger.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.tagger.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode:width}
+upstream = "tok2vec"
+
+[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","SPACY","IS_SPACE"]
+rows = [5000,1000,2500,2500,50,50]
+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"
+path = ${paths.dev}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+gold_preproc = false
+max_length = 0
+limit = 0
+augmenter = null
+
+[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 = 100000
+eval_frequency = 1000
+frozen_components = []
+before_to_disk = null
+annotating_components = []
+before_update = null
+
+[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.ConsoleLogger.v1"
+progress_bar = false
+
+[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]
+tag_acc = 0.1
+pos_acc = 0.1
+morph_acc = 0.09
+morph_per_feat = null
+dep_uas = 0.0
+dep_las = 0.29
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.04
+lemma_acc = 0.1
+ents_f = 0.29
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+speed = 0.0
+
+[pretraining]
+
+[initialize]
+vocab_data = null
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.components.lemmatizer]
+
+[initialize.components.lemmatizer.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/trainable_lemmatizer.json"
+require = false
+
+[initialize.components.morphologizer]
+
+[initialize.components.morphologizer.labels]
+@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.components.tagger]
+
+[initialize.components.tagger.labels]
+@readers = "spacy.read_labels.v1"
+path = "corpus/labels/tagger.json"
+require = false
+
+[initialize.lookups]
+@misc = "spacy.LookupsDataLoader.v1"
+lang = ${nlp.lang}
+tables = ["lexeme_norm"]
+
+[initialize.tokenizer]

de_core_news_lg-any-py3-none-any.whl

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+oid sha256:6c61956c3ea79c7a457d0f9d9e7f33c0359f9275385226bc951feaaee51c5ab7
+size 571755987

lemmatizer/cfg

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+  ]
+}

meta.json

@@ -0,0 +1,1176 @@
+{
+  "lang":"de",
+  "name":"core_news_lg",
+  "version":"3.7.0",
+  "description":"German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.",
+  "author":"Explosion",
+  "email":"contact@explosion.ai",
+  "url":"https://explosion.ai",
+  "license":"MIT",
+  "spacy_version":">=3.7.0,<3.8.0",
+  "spacy_git_version":"6b4f77441",
+  "vectors":{
+    "width":300,
+    "vectors":500000,
+    "keys":500000,
+    "name":"de_vectors"
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "tagger":[
+      "$(",
+      "$,",
+      "$.",
+      "ADJA",
+      "ADJD",
+      "ADV",
+      "APPO",
+      "APPR",
+      "APPRART",
+      "APZR",
+      "ART",
+      "CARD",
+      "FM",
+      "ITJ",
+      "KOKOM",
+      "KON",
+      "KOUI",
+      "KOUS",
+      "NE",
+      "NN",
+      "NNE",
+      "PDAT",
+      "PDS",
+      "PIAT",
+      "PIS",
+      "PPER",
+      "PPOSAT",
+      "PPOSS",
+      "PRELAT",
+      "PRELS",
+      "PRF",
+      "PROAV",
+      "PTKA",
+      "PTKANT",
+      "PTKNEG",
+      "PTKVZ",
+      "PTKZU",
+      "PWAT",
+      "PWAV",
+      "PWS",
+      "TRUNC",
+      "VAFIN",
+      "VAIMP",
+      "VAINF",
+      "VAPP",
+      "VMFIN",
+      "VMINF",
+      "VMPP",
+      "VVFIN",
+      "VVIMP",
+      "VVINF",
+      "VVIZU",
+      "VVPP",
+      "XY",
+      "_SP"
+    ],
+    "morphologizer":[
+      "POS=PUNCT",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "POS=ADV",
+      "Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=NOUN",
+      "POS=ADP",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=PROPN",
+      "POS=VERB|VerbForm=Part",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=NOUN",
+      "Foreign=Yes|POS=X",
+      "Degree=Pos|POS=ADV",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=ADP",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Dat|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=NOUN",
+      "POS=CCONJ",
+      "POS=SCONJ",
+      "Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "POS=VERB|VerbForm=Inf",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=NOUN",
+      "POS=PART",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Case=Dat|Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Case=Dat|Number=Plur|POS=PROPN",
+      "POS=PRON|PronType=Ind",
+      "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Nom|Number=Sing|POS=PROPN",
+      "Case=Dat|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=NOUN",
+      "POS=NUM",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=NOUN",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=ADP",
+      "Gender=Neut|POS=NOUN",
+      "Case=Acc|Number=Sing|POS=PROPN",
+      "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Gen|Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=NOUN",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Case=Nom|Number=Plur|POS=NOUN",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "POS=PROPN",
+      "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "POS=INTJ",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=NOUN",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Masc|POS=NOUN",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PROPN",
+      "POS=SCONJ|PronType=Int",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=NOUN",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ",
+      "Gender=Neut|POS=PRON|PronType=Ind",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Number=Plur|POS=NOUN",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=ADP",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "Case=Gen|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Degree=Cmp|POS=ADV",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=ADP",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Gen|Number=Sing|POS=PROPN",
+      "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "POS=X",
+      "Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Gen|Number=Plur|POS=NOUN",
+      "Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Gen|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Nom|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art",
+      "Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Degree=Pos|Number=Plur|POS=ADJ",
+      "Case=Nom|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Acc|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art",
+      "Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "POS=SPACE",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
+      "POS=DET|PronType=Ind",
+      "Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
+      "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Dat|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Number=Sing|POS=NOUN",
+      "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Degree=Pos|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Acc|Degree=Pos|Number=Plur|POS=ADJ",
+      "Case=Acc|Number=Plur|POS=NOUN",
+      "Case=Dat|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel",
+      "POS=AUX|VerbForm=Inf",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
+      "POS=ADV|PronType=Int",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "POS=AUX|VerbForm=Part",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Dat|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Nom|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
+      "Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes",
+      "Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Dat|Degree=Pos|Number=Plur|POS=ADJ",
+      "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Nom|Number=Plur|POS=DET|PronType=Ind",
+      "Degree=Sup|POS=ADV",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Nom|Number=Sing|POS=NOUN",
+      "Case=Acc|Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "Case=Gen|Number=Sing|POS=NOUN",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Nom|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Acc|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Dat|Number=Plur|POS=DET|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel",
+      "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ",
+      "Gender=Fem|POS=NOUN",
+      "Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Dat|Number=Sing|POS=PROPN",
+      "Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Number=Plur|POS=PROPN",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Rel",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Gen|Number=Plur|POS=DET|PronType=Rel",
+      "Case=Dat|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Acc|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel",
+      "Gender=Masc|Number=Sing|POS=NOUN",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Nom|Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=NOUN",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Degree=Cmp|Number=Plur|POS=ADJ",
+      "Case=Gen|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Gender=Masc|Number=Plur|POS=NOUN",
+      "Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ",
+      "Gender=Neut|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Gen|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Gender=Masc|POS=PROPN",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|POS=PROPN",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Gen|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Int",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem",
+      "Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Number=Plur|POS=PROPN",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Dat|Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Case=Dat|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Number=Sing|POS=ADP",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Rel",
+      "Mood=Imp|Number=Sing|POS=VERB|Person=2",
+      "Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Masc|POS=NOUN",
+      "Case=Dat|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Dat|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Gen|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Gen|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Gender=Neut|Number=Sing|POS=NOUN",
+      "POS=NOUN",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Int",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Gen|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Dat|POS=PROPN",
+      "Case=Gen|Definite=Def|POS=DET|PronType=Art",
+      "Case=Gen|POS=PROPN",
+      "Case=Acc|Number=Sing|POS=NOUN",
+      "Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Dat|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ",
+      "Mood=Imp|Number=Plur|POS=VERB|Person=2",
+      "Case=Dat|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Case=Gen|POS=PRON|PronType=Dem",
+      "Definite=Ind|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Case=Dat|POS=PRON|PronType=Dem",
+      "Gender=Masc|Number=Sing|POS=PROPN",
+      "Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Gender=Neut|Number=Sing|POS=PROPN",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Dat|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Dat|Degree=Cmp|Number=Sing|POS=ADJ",
+      "Case=Dat|Degree=Pos|Number=Sing|POS=ADJ",
+      "POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Gen|Number=Sing|POS=PRON|PronType=Dem",
+      "Gender=Fem|Number=Sing|POS=PROPN",
+      "Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PROPN",
+      "Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Nom|POS=PRON|Person=3|PronType=Prs",
+      "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Nom|Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Nom|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Rel",
+      "Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Int",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Dat|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Number=Plur|POS=DET|PronType=Ind",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int",
+      "Case=Nom|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Acc|Number=Sing|POS=PRON|PronType=Ind",
+      "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
+      "Case=Gen|Number=Plur|POS=DET|PronType=Dem",
+      "Gender=Neut|POS=DET|PronType=Ind",
+      "Case=Dat|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
+      "Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Int",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Int",
+      "Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Int",
+      "Case=Gen|Number=Plur|POS=PRON|PronType=Ind",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|POS=PRON|PronType=Dem",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
+      "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Degree=Pos|POS=ADJ",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem",
+      "Mood=Imp|Number=Plur|POS=AUX|Person=2",
+      "Case=Dat|Number=Sing|POS=PRON|PronType=Int",
+      "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs|Reflex=Yes",
+      "Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem",
+      "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
+      "Case=Acc|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Acc|Number=Sing|POS=PRON|PronType=Dem",
+      "Case=Nom|Number=Sing|POS=PRON|PronType=Rel",
+      "Case=Dat|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ",
+      "Case=Dat|Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Gender=Neut|Number=Plur|POS=NOUN",
+      "Case=Dat|Degree=Cmp|Number=Plur|POS=ADJ",
+      "Gender=Fem|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Int",
+      "Case=Gen|Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Case=Gen|Degree=Pos|Number=Sing|POS=ADJ",
+      "Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Int",
+      "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Ind",
+      "Gender=Fem|Number=Plur|POS=NOUN",
+      "Gender=Fem|POS=PRON|PronType=Ind",
+      "Case=Nom|Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
+      "Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Dat|Degree=Sup|Number=Plur|POS=ADJ",
+      "Case=Nom|Degree=Pos|Number=Sing|POS=ADJ",
+      "Case=Acc|Degree=Sup|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Dat|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs",
+      "Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Case=Dat|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Nom|Gender=Fem|Number=Sing|POS=DET",
+      "Case=Nom|Gender=Masc|POS=NOUN",
+      "Case=Nom|POS=NOUN",
+      "Case=Gen|POS=NOUN",
+      "Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ",
+      "Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ",
+      "Case=Acc|Definite=Def|POS=DET|PronType=Art",
+      "Case=Acc|POS=PROPN",
+      "Case=Nom|Number=Plur|POS=DET|PronType=Int",
+      "Case=Gen|Degree=Cmp|Number=Plur|POS=ADJ",
+      "Case=Acc|Gender=Neut|POS=NOUN",
+      "Case=Gen|POS=DET|PronType=Rel",
+      "Case=Dat|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs",
+      "POS=DET|PronType=Int",
+      "Definite=Ind|Gender=Neut|POS=DET|PronType=Art",
+      "Case=Dat|POS=NOUN",
+      "Case=Acc|Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Neut|POS=NOUN",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ",
+      "Case=Dat|Number=Plur|POS=DET|PronType=Dem",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
+      "Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Rel",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PROPN",
+      "Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Case=Gen|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Acc|POS=NOUN",
+      "Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Gen|Gender=Neut|Number=Plur|POS=PROPN",
+      "Case=Nom|Definite=Def|POS=DET|PronType=Art",
+      "Case=Nom|Degree=Pos|POS=ADJ",
+      "Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
+      "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
+      "Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs|Reflex=Yes",
+      "Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Case=Gen|Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Case=Gen|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
+      "Case=Gen|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
+      "Case=Nom|Number=Plur|POS=PRON|PronType=Int",
+      "Case=Dat|Gender=Neut|POS=NOUN",
+      "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Ind",
+      "Case=Dat|Gender=Masc|Number=Plur|POS=DET|PronType=Int",
+      "Case=Acc|Definite=Def|Number=Sing|POS=DET|PronType=Art",
+      "Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Rel",
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+  "sources":[
+    {
+      "name":"TIGER Corpus",
+      "author":"Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther K\u00f6nig, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit",
+      "url":"https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html",
+      "license":"commercial (licensed by Explosion)"
+    },
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+      "name":"Tiger2Dep",
+      "url":"https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/",
+      "license":"Citation provided for reference, no code packaged with model",
+      "author":"Wolfgang Seeker"
+    },
+    {
+      "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":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)",
+      "url":"https://spacy.io",
+      "license":"CC0",
+      "author":"Explosion"
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+  ],
+  "requirements":[
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+  ]
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ner/cfg

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tokenizer

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