el_cop_sigtyp_trf-0.1.0: Update SIGTYP pipeline

.gitattributes

@@ -33,3 +33,5 @@ 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
+el_cop_sigtyp_trf-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
+transformer/model filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,103 @@
+---
+tags:
+- spacy
+- token-classification
+language:
+- el
+model-index:
+- name: el_cop_sigtyp_trf
+  results:
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.2871376812
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.2895531401
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.2904589372
+  - task:
+      name: LEMMA
+      type: token-classification
+    metrics:
+    - name: Lemma Accuracy
+      type: accuracy
+      value: 0.2949879227
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.0240105541
+  - task:
+      name: LABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.0216358839
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9234234234
+---
+| Feature | Description |
+| --- | --- |
+| **Name** | `el_cop_sigtyp_trf` |
+| **Version** | `0.1.0` |
+| **spaCy** | `>=3.6.1,<3.7.0` |
+| **Default Pipeline** | `transformer`, `parser`, `trainable_lemmatizer`, `tagger`, `morphologizer` |
+| **Components** | `transformer`, `parser`, `trainable_lemmatizer`, `tagger`, `morphologizer` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (293 labels for 3 components)</summary>
+
+| Component | Labels |
+| --- | --- |
+| **`parser`** | `ROOT`, `acl:relcl`, `advcl`, `advmod`, `appos`, `aux`, `case`, `cc`, `ccomp`, `conj`, `cop`, `csubj`, `dep`, `det`, `discourse`, `dislocated`, `fixed`, `flat`, `iobj`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `obl:npmod`, `parataxis`, `punct`, `vocative`, `xcomp` |
+| **`tagger`** | `AAOR`, `ACAUS`, `ACOND`, `ACOND_PPERS`, `ACOND_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Gender=Masc\|Number=Sing\|Person=2\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Number=Plur\|Person=1\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Number=Plur\|Person=2\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Number=Plur\|Person=3\|PronType=Prs`, `ACOND_PPERS__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `ACONJ`, `ACONJ_PPERS`, `ACONJ_PPERS__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `ADV`, `ADV__Foreign=Yes`, `AFUTCONJ`, `AJUS`, `ALIM`, `ANEGAOR__Polarity=Neg`, `ANEGJUS__Polarity=Neg`, `ANEGOPT__Polarity=Neg`, `ANEGPST_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|Polarity=Neg\|PronType=Prs`, `ANEGPST__Polarity=Neg`, `ANY__Polarity=Neg`, `AOPT`, `AOPT_PPERS`, `AOPT_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `AOPT_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `AOPT_PPERS__Definite=Def\|Gender=Masc\|Number=Sing\|Person=2\|PronType=Prs`, `AOPT_PPERS__Definite=Def\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `AOPT_PPERS__Definite=Def\|Number=Plur\|Person=2\|PronType=Prs`, `AOPT_PPERS__Definite=Def\|Number=Plur\|Person=3\|PronType=Prs`, `AOPT_PPERS__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `APREC`, `APST`, `APST_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `ART`, `ART__Definite=Def\|Gender=Fem\|Number=Sing\|PronType=Art`, `ART__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Art`, `ART__Definite=Def\|Number=Plur\|PronType=Art`, `ART__Definite=Ind\|Number=Sing\|PronType=Art`, `ART__PronType=Art`, `CCIRC`, `CCIRC_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `CCIRC_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `CFOC`, `CFOC_PPERS`, `CFOC_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `CONJ`, `CONJ__Foreign=Yes`, `CONJ__Foreign=Yes\|Polarity=Neg`, `COP__Gender=Fem\|Number=Sing`, `COP__Gender=Masc\|Number=Sing`, `COP__Number=Plur`, `CPRET`, `CPRET_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `CREL`, `CREL_PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `EXIST`, `EXIST__Foreign=Yes`, `EXIST__Polarity=Neg`, `FM`, `FM__Foreign=Yes`, `FM__Foreign=Yes\|Polarity=Neg`, `FM__Polarity=Neg`, `FUT`, `IMOD`, `IMOD_PPERO__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `IMOD__Definite=Def\|PronType=Prs\|Reflex=Yes`, `IMOD__PronType=Tot`, `N`, `NEG__Foreign=Yes\|Polarity=Neg`, `NEG__Polarity=Neg`, `NPROP`, `NPROP__Foreign=Yes`, `NUM__Foreign=Yes\|NumType=Card`, `NUM__NumType=Card`, `N_PPERO__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `N_PPERO__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `N__Foreign=Yes`, `N__PronType=Rcp`, `PDEM`, `PDEM__Definite=Def\|Foreign=Yes\|Number=Plur\|PronType=Dem`, `PDEM__Definite=Def\|Gender=Fem\|Number=Sing\|PronType=Dem`, `PDEM__Definite=Def\|Gender=Masc\|Number=Sing\|PronType=Dem`, `PDEM__Definite=Def\|Number=Plur\|PronType=Dem`, `PINT__PronType=Ind`, `PINT__PronType=Int`, `PPERI__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `PPERI__Definite=Def\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PPERI__Definite=Def\|Gender=Masc\|Number=Sing\|Person=2\|PronType=Prs`, `PPERI__Definite=Def\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PPERI__Definite=Def\|Number=Plur\|Person=1\|PronType=Prs`, `PPERI__Definite=Def\|Number=Plur\|Person=2\|PronType=Prs`, `PPERI__Definite=Def\|Number=Plur\|Person=3\|PronType=Prs`, `PPERI__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `PPERO`, `PPERO__Definite=Def\|Foreign=Yes\|Number=Plur\|Person=3\|PronType=Prs`, `PPERO__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `PPERO__Definite=Def\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PPERO__Definite=Def\|Gender=Masc\|Number=Sing\|Person=2\|PronType=Prs`, `PPERO__Definite=Def\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PPERO__Definite=Def\|Number=Plur\|Person=1\|PronType=Prs`, `PPERO__Definite=Def\|Number=Plur\|Person=2\|PronType=Prs`, `PPERO__Definite=Def\|Number=Plur\|Person=3\|PronType=Prs`, `PPERO__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `PPERO__Definite=Def\|Poss=Yes\|PronType=Prs`, `PPERS`, `PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `PPERS__Definite=Def\|Gender=Fem\|Number=Sing\|Person=3\|PronType=Prs`, `PPERS__Definite=Def\|Gender=Masc\|Number=Sing\|Person=2\|PronType=Prs`, `PPERS__Definite=Def\|Gender=Masc\|Number=Sing\|Person=3\|PronType=Prs`, `PPERS__Definite=Def\|Number=Plur\|Person=1\|PronType=Prs`, `PPERS__Definite=Def\|Number=Plur\|Person=2\|PronType=Prs`, `PPERS__Definite=Def\|Number=Plur\|Person=3\|PronType=Prs`, `PPERS__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `PPOS`, `PPOS__Definite=Def\|Gender=Fem\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Plur\|Person=1\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Plur\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Plur\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Sing\|Person=1\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Fem\|Number=Sing\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Plur\|Person=1\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Plur\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Plur\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Sing\|Person=1\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender=Masc\|Number=Sing\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender[psor]=Fem\|Number=Plur\|Number[psor]=Sing\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender[psor]=Fem\|Number=Plur\|Number[psor]=Sing\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender[psor]=Masc\|Number=Plur\|Number[psor]=Sing\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Gender[psor]=Masc\|Number=Plur\|Number[psor]=Sing\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Number=Plur\|Number[psor]=Plur\|Person=1\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Number=Plur\|Number[psor]=Plur\|Person=2\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Number=Plur\|Number[psor]=Plur\|Person=3\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Number=Plur\|Number[psor]=Sing\|Person=1\|Poss=Yes\|PronType=Prs`, `PPOS__Definite=Def\|Number=Plur\|Poss=Yes\|PronType=Prs`, `PREP`, `PREP_PPERO`, `PREP_PPERO__Definite=Def\|Gender=Fem\|Number=Sing\|Person=2\|PronType=Prs`, `PREP_PPERO__Definite=Def\|Number=Sing\|Person=1\|PronType=Prs`, `PREP__Foreign=Yes`, `PTC`, `PTC__Foreign=Yes`, `PTC__Polarity=Neg`, `PUNCT`, `UNKNOWN`, `UNKNOWN__Foreign=Yes`, `VBD__VerbForm=Fin`, `VIMP__Foreign=Yes\|VerbForm=Fin`, `VIMP__VerbForm=Fin`, `VSTAT__VerbForm=Fin`, `V_PPERO__VerbForm=Fin`, `V__Foreign=Yes\|VerbForm=Fin`, `V__Foreign=Yes\|VerbForm=Inf`, `V__VerbForm=Fin`, `V__VerbForm=Inf` |
+| **`morphologizer`** | `POS=AUX`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=VERB\|VerbForm=Fin`, `POS=ADP`, `POS=PUNCT`, `Foreign=Yes\|POS=PART`, `POS=PART`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Art`, `Foreign=Yes\|POS=NOUN`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Art`, `POS=NOUN`, `POS=CCONJ`, `POS=SCONJ`, `POS=ADV`, `POS=VERB`, `Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Number=Sing\|POS=PRON\|Person=1\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=3\|PronType=Prs`, `POS=PRON\|PronType=Int`, `POS=AUX\|Polarity=Neg`, `Definite=Def\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Foreign=Yes\|POS=CCONJ`, `Definite=Def\|Number=Plur\|POS=PRON\|Person=1\|PronType=Prs`, `Foreign=Yes\|POS=VERB\|VerbForm=Fin`, `Foreign=Yes\|POS=PROPN`, `Definite=Def\|Gender=Fem\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=VERB\|Polarity=Neg`, `Gender=Masc\|Number=Sing\|POS=PRON`, `Definite=Def\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=NOUN\|PronType=Rcp`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Art`, `POS=ADV\|PronType=Tot`, `Definite=Def\|POS=PRON\|Poss=Yes\|PronType=Prs`, `Definite=Ind\|Number=Sing\|POS=DET\|PronType=Art`, `Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=PROPN`, `Definite=Def\|Number=Plur\|POS=PRON\|Person=2\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=ADV\|Polarity=Neg`, `Definite=Def\|Number=Plur\|POS=DET\|PronType=Dem`, `POS=PRON\|PronType=Ind`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|PronType=Dem`, `Definite=Def\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender[psor]=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender=Masc\|Gender[psor]=Masc\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `NumType=Card\|POS=NUM`, `Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender[psor]=Masc\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Def\|POS=ADV\|PronType=Prs\|Reflex=Yes`, `Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=AUX\|VerbForm=Fin`, `Foreign=Yes\|POS=ADV`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|PronType=Dem`, `POS=DET\|PronType=Art`, `Foreign=Yes\|POS=ADP`, `Number=Plur\|POS=PRON`, `Foreign=Yes\|POS=SCONJ`, `Definite=Def\|Gender=Masc\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Gender=Fem\|Number=Sing\|POS=PRON`, `POS=X`, `Definite=Def\|Number=Plur\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Foreign=Yes\|POS=CCONJ\|Polarity=Neg`, `Foreign=Yes\|POS=VERB\|VerbForm=Inf`, `Definite=Def\|Gender[psor]=Fem\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2\|PronType=Prs`, `POS=ADJ`, `POS=DET`, `Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=1\|Poss=Yes\|PronType=Prs`, `POS=PRON`, `Foreign=Yes\|POS=ADV\|Polarity=Neg`, `Definite=Def\|Gender=Masc\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Fem\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Gender=Masc\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `POS=PRON\|VerbForm=Fin`, `Definite=Def\|Gender=Masc\|Gender[psor]=Fem\|Number=Sing\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `Foreign=Yes\|POS=X`, `Definite=Def\|Gender=Fem\|Number=Sing\|Number[psor]=Plur\|POS=DET\|Person=2\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Number=Plur\|POS=DET\|Poss=Yes\|PronType=Prs`, `Definite=Def\|Foreign=Yes\|Number=Plur\|POS=PRON\|Person=3\|PronType=Prs`, `Definite=Def\|Gender[psor]=Fem\|Number=Plur\|Number[psor]=Sing\|POS=DET\|Person=3\|Poss=Yes\|PronType=Prs`, `POS=X\|Polarity=Neg`, `POS=ADV\|PronType=Int`, `Definite=Def\|Foreign=Yes\|Number=Plur\|POS=DET\|PronType=Dem`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=PRON\|Person=2\|Polarity=Neg\|PronType=Prs`, `Foreign=Yes\|POS=AUX`, `POS=PART\|Polarity=Neg`, `Foreign=Yes\|NumType=Card\|POS=NUM`, `Foreign=Yes\|POS=X\|Polarity=Neg`, `Foreign=Yes\|POS=SCONJ\|Polarity=Neg`, `Definite=Def\|Gender=Fem\|Number=Sing\|POS=DET\|Poss=Yes\|PronType=Prs`, `Foreign=Yes\|POS=ADJ` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `DEP_UAS` | 2.40 |
+| `DEP_LAS` | 2.16 |
+| `SENTS_P` | 89.91 |
+| `SENTS_R` | 94.91 |
+| `SENTS_F` | 92.34 |
+| `LEMMA_ACC` | 29.50 |
+| `TAG_ACC` | 28.71 |
+| `POS_ACC` | 28.96 |
+| `MORPH_ACC` | 29.05 |
+| `TRANSFORMER_LOSS` | 50704.88 |
+| `PARSER_LOSS` | 36557.89 |
+| `TRAINABLE_LEMMATIZER_LOSS` | 5620.72 |
+| `TAGGER_LOSS` | 5386.44 |
+| `MORPHOLOGIZER_LOSS` | 4269.79 |

config.cfg

@@ -0,0 +1,211 @@
+[paths]
+train = "corpus/train/cop_train.spacy"
+dev = "corpus/dev/cop_valid.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = "pytorch"
+seed = 42
+
+[nlp]
+lang = "el"
+pipeline = ["transformer","parser","trainable_lemmatizer","tagger","morphologizer"]
+batch_size = 128
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+
+[components]
+
+[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-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[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 = 128
+maxout_pieces = 3
+use_upper = false
+nO = null
+
+[components.parser.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[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-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.trainable_lemmatizer]
+factory = "trainable_lemmatizer"
+backoff = "orth"
+min_tree_freq = 3
+overwrite = false
+scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
+top_k = 1
+
+[components.trainable_lemmatizer.model]
+@architectures = "spacy.Tagger.v2"
+nO = null
+normalize = false
+
+[components.trainable_lemmatizer.model.tok2vec]
+@architectures = "spacy-transformers.TransformerListener.v1"
+grad_factor = 1.0
+pooling = {"@layers":"reduce_mean.v1"}
+upstream = "*"
+
+[components.transformer]
+factory = "transformer"
+max_batch_items = 4096
+set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
+
+[components.transformer.model]
+@architectures = "spacy-transformers.TransformerModel.v3"
+name = "ljvmiranda921/LiBERTus-base"
+mixed_precision = false
+
+[components.transformer.model.get_spans]
+@span_getters = "spacy-transformers.strided_spans.v1"
+window = 128
+stride = 96
+
+[components.transformer.model.grad_scaler_config]
+
+[components.transformer.model.tokenizer_config]
+use_fast = true
+
+[components.transformer.model.transformer_config]
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+accumulate_gradient = 3
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+before_update = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_padded.v1"
+discard_oversize = true
+size = 2000
+buffer = 256
+get_length = null
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v3"
+console_output = true
+progress_bar = "eval"
+output_file = null
+
+[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 = false
+eps = 0.00000001
+
+[training.optimizer.learn_rate]
+@schedules = "warmup_linear.v1"
+warmup_steps = 250
+total_steps = 20000
+initial_rate = 0.00005
+
+[training.score_weights]
+dep_uas = 0.09
+dep_las = 0.09
+dep_las_per_type = null
+sents_p = null
+sents_r = null
+sents_f = 0.0
+lemma_acc = 0.17
+tag_acc = 0.17
+pos_acc = 0.25
+morph_acc = 0.25
+morph_per_feat = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]

el_cop_sigtyp_trf-any-py3-none-any.whl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75aa38e9b0bebe78a09167c28bfea17cd6e5357ca0988572a4c48ba990398a57
+size 468549780

meta.json

@@ -0,0 +1,587 @@
+{
+  "lang":"el",
+  "name":"cop_sigtyp_trf",
+  "version":"0.1.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_version":">=3.6.1,<3.7.0",
+  "spacy_git_version":"458bc5f45",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null
+  },
+  "labels":{
+    "transformer":[
+
+    ],
+    "parser":[
+      "ROOT",
+      "acl:relcl",
+      "advcl",
+      "advmod",
+      "appos",
+      "aux",
+      "case",
+      "cc",
+      "ccomp",
+      "conj",
+      "cop",
+      "csubj",
+      "dep",
+      "det",
+      "discourse",
+      "dislocated",
+      "fixed",
+      "flat",
+      "iobj",
+      "mark",
+      "nmod",
+      "nsubj",
+      "nummod",
+      "obj",
+      "obl",
+      "obl:npmod",
+      "parataxis",
+      "punct",
+      "vocative",
+      "xcomp"
+    ],
+    "tagger":[
+      "AAOR",
+      "ACAUS",
+      "ACOND",
+      "ACOND_PPERS",
+      "ACOND_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+      "ACOND_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "ACONJ",
+      "ACONJ_PPERS",
+      "ACONJ_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "ADV",
+      "ADV__Foreign=Yes",
+      "AFUTCONJ",
+      "AJUS",
+      "ALIM",
+      "ANEGAOR__Polarity=Neg",
+      "ANEGJUS__Polarity=Neg",
+      "ANEGOPT__Polarity=Neg",
+      "ANEGPST_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|Polarity=Neg|PronType=Prs",
+      "ANEGPST__Polarity=Neg",
+      "ANY__Polarity=Neg",
+      "AOPT",
+      "AOPT_PPERS",
+      "AOPT_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "AOPT_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "AOPT_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+      "AOPT_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "AOPT_PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+      "AOPT_PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+      "AOPT_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "APREC",
+      "APST",
+      "APST_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "ART",
+      "ART__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+      "ART__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+      "ART__Definite=Def|Number=Plur|PronType=Art",
+      "ART__Definite=Ind|Number=Sing|PronType=Art",
+      "ART__PronType=Art",
+      "CCIRC",
+      "CCIRC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "CCIRC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "CFOC",
+      "CFOC_PPERS",
+      "CFOC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "CONJ",
+      "CONJ__Foreign=Yes",
+      "CONJ__Foreign=Yes|Polarity=Neg",
+      "COP__Gender=Fem|Number=Sing",
+      "COP__Gender=Masc|Number=Sing",
+      "COP__Number=Plur",
+      "CPRET",
+      "CPRET_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "CREL",
+      "CREL_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "EXIST",
+      "EXIST__Foreign=Yes",
+      "EXIST__Polarity=Neg",
+      "FM",
+      "FM__Foreign=Yes",
+      "FM__Foreign=Yes|Polarity=Neg",
+      "FM__Polarity=Neg",
+      "FUT",
+      "IMOD",
+      "IMOD_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "IMOD__Definite=Def|PronType=Prs|Reflex=Yes",
+      "IMOD__PronType=Tot",
+      "N",
+      "NEG__Foreign=Yes|Polarity=Neg",
+      "NEG__Polarity=Neg",
+      "NPROP",
+      "NPROP__Foreign=Yes",
+      "NUM__Foreign=Yes|NumType=Card",
+      "NUM__NumType=Card",
+      "N_PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "N_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "N__Foreign=Yes",
+      "N__PronType=Rcp",
+      "PDEM",
+      "PDEM__Definite=Def|Foreign=Yes|Number=Plur|PronType=Dem",
+      "PDEM__Definite=Def|Gender=Fem|Number=Sing|PronType=Dem",
+      "PDEM__Definite=Def|Gender=Masc|Number=Sing|PronType=Dem",
+      "PDEM__Definite=Def|Number=Plur|PronType=Dem",
+      "PINT__PronType=Ind",
+      "PINT__PronType=Int",
+      "PPERI__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "PPERI__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PPERI__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+      "PPERI__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PPERI__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+      "PPERI__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+      "PPERI__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+      "PPERI__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "PPERO",
+      "PPERO__Definite=Def|Foreign=Yes|Number=Plur|Person=3|PronType=Prs",
+      "PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PPERO__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+      "PPERO__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PPERO__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+      "PPERO__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+      "PPERO__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+      "PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "PPERO__Definite=Def|Poss=Yes|PronType=Prs",
+      "PPERS",
+      "PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+      "PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+      "PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+      "PPERS__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+      "PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+      "PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+      "PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "PPOS",
+      "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+      "PPOS__Definite=Def|Number=Plur|Poss=Yes|PronType=Prs",
+      "PREP",
+      "PREP_PPERO",
+      "PREP_PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+      "PREP_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+      "PREP__Foreign=Yes",
+      "PTC",
+      "PTC__Foreign=Yes",
+      "PTC__Polarity=Neg",
+      "PUNCT",
+      "UNKNOWN",
+      "UNKNOWN__Foreign=Yes",
+      "VBD__VerbForm=Fin",
+      "VIMP__Foreign=Yes|VerbForm=Fin",
+      "VIMP__VerbForm=Fin",
+      "VSTAT__VerbForm=Fin",
+      "V_PPERO__VerbForm=Fin",
+      "V__Foreign=Yes|VerbForm=Fin",
+      "V__Foreign=Yes|VerbForm=Inf",
+      "V__VerbForm=Fin",
+      "V__VerbForm=Inf"
+    ],
+    "morphologizer":[
+      "POS=AUX",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=VERB|VerbForm=Fin",
+      "POS=ADP",
+      "POS=PUNCT",
+      "Foreign=Yes|POS=PART",
+      "POS=PART",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+      "Foreign=Yes|POS=NOUN",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+      "POS=NOUN",
+      "POS=CCONJ",
+      "POS=SCONJ",
+      "POS=ADV",
+      "POS=VERB",
+      "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Definite=Def|Number=Sing|POS=PRON|Person=1|PronType=Prs",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
+      "POS=PRON|PronType=Int",
+      "POS=AUX|Polarity=Neg",
+      "Definite=Def|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Foreign=Yes|POS=CCONJ",
+      "Definite=Def|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+      "Foreign=Yes|POS=VERB|VerbForm=Fin",
+      "Foreign=Yes|POS=PROPN",
+      "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "POS=VERB|Polarity=Neg",
+      "Gender=Masc|Number=Sing|POS=PRON",
+      "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "POS=NOUN|PronType=Rcp",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Art",
+      "POS=ADV|PronType=Tot",
+      "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs",
+      "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
+      "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "POS=PROPN",
+      "Definite=Def|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+      "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "POS=ADV|Polarity=Neg",
+      "Definite=Def|Number=Plur|POS=DET|PronType=Dem",
+      "POS=PRON|PronType=Ind",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+      "Definite=Def|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "POS=VERB|VerbForm=Inf",
+      "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "NumType=Card|POS=NUM",
+      "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Definite=Def|POS=ADV|PronType=Prs|Reflex=Yes",
+      "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "POS=AUX|VerbForm=Fin",
+      "Foreign=Yes|POS=ADV",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+      "POS=DET|PronType=Art",
+      "Foreign=Yes|POS=ADP",
+      "Number=Plur|POS=PRON",
+      "Foreign=Yes|POS=SCONJ",
+      "Definite=Def|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Gender=Fem|Number=Sing|POS=PRON",
+      "POS=X",
+      "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Foreign=Yes|POS=CCONJ|Polarity=Neg",
+      "Foreign=Yes|POS=VERB|VerbForm=Inf",
+      "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+      "POS=ADJ",
+      "POS=DET",
+      "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+      "POS=PRON",
+      "Foreign=Yes|POS=ADV|Polarity=Neg",
+      "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "POS=PRON|VerbForm=Fin",
+      "Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "Foreign=Yes|POS=X",
+      "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+      "Definite=Def|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+      "Definite=Def|Foreign=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs",
+      "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
+      "POS=X|Polarity=Neg",
+      "POS=ADV|PronType=Int",
+      "Definite=Def|Foreign=Yes|Number=Plur|POS=DET|PronType=Dem",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|Polarity=Neg|PronType=Prs",
+      "Foreign=Yes|POS=AUX",
+      "POS=PART|Polarity=Neg",
+      "Foreign=Yes|NumType=Card|POS=NUM",
+      "Foreign=Yes|POS=X|Polarity=Neg",
+      "Foreign=Yes|POS=SCONJ|Polarity=Neg",
+      "Definite=Def|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+      "Foreign=Yes|POS=ADJ"
+    ]
+  },
+  "pipeline":[
+    "transformer",
+    "parser",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer"
+  ],
+  "components":[
+    "transformer",
+    "parser",
+    "trainable_lemmatizer",
+    "tagger",
+    "morphologizer"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "dep_uas":0.0240105541,
+    "dep_las":0.0216358839,
+    "dep_las_per_type":{
+      "cc":{
+        "p":0.8260869565,
+        "r":0.1104651163,
+        "f":0.1948717949
+      },
+      "mark":{
+        "p":0.75,
+        "r":0.0069444444,
+        "f":0.0137614679
+      },
+      "nsubj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "root":{
+        "p":0.2666666667,
+        "r":0.1111111111,
+        "f":0.1568627451
+      },
+      "case":{
+        "p":1.0,
+        "r":0.0012886598,
+        "f":0.0025740026
+      },
+      "obl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "acl:relcl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "det":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "aux":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "dislocated":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "advmod":{
+        "p":0.59375,
+        "r":0.0678571429,
+        "f":0.1217948718
+      },
+      "advcl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "obj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "ccomp":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "parataxis":{
+        "p":0.3333333333,
+        "r":0.0138888889,
+        "f":0.0266666667
+      },
+      "nmod":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "cop":{
+        "p":0.4736842105,
+        "r":0.1730769231,
+        "f":0.2535211268
+      },
+      "appos":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "conj":{
+        "p":0.5714285714,
+        "r":0.0291970803,
+        "f":0.0555555556
+      },
+      "fixed":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "xcomp":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "csubj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "iobj":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "vocative":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "reparandum":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "discourse":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "amod":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "nummod":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "orphan":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "flat":{
+        "p":0.6666666667,
+        "r":0.4,
+        "f":0.5
+      },
+      "obl:npmod":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "acl":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "sents_p":0.899122807,
+    "sents_r":0.9490740741,
+    "sents_f":0.9234234234,
+    "lemma_acc":0.2949879227,
+    "tag_acc":0.2871376812,
+    "pos_acc":0.2895531401,
+    "morph_acc":0.2904589372,
+    "morph_per_feat":{
+      "Foreign":{
+        "p":0.9748743719,
+        "r":0.4041666667,
+        "f":0.5714285714
+      },
+      "Definite":{
+        "p":1.0,
+        "r":0.029318037,
+        "f":0.0569659443
+      },
+      "Gender":{
+        "p":1.0,
+        "r":0.0541666667,
+        "f":0.1027667984
+      },
+      "Number":{
+        "p":1.0,
+        "r":0.053030303,
+        "f":0.1007194245
+      },
+      "Person":{
+        "p":1.0,
+        "r":0.0326659642,
+        "f":0.0632653061
+      },
+      "PronType":{
+        "p":0.9444444444,
+        "r":0.0417947142,
+        "f":0.0800470865
+      },
+      "VerbForm":{
+        "p":0.9166666667,
+        "r":0.0995475113,
+        "f":0.1795918367
+      },
+      "Polarity":{
+        "p":1.0,
+        "r":0.3653846154,
+        "f":0.5352112676
+      },
+      "Gender[psor]":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "Number[psor]":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "Poss":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "NumType":{
+        "p":1.0,
+        "r":0.0666666667,
+        "f":0.125
+      },
+      "Reflex":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "transformer_loss":507.0488317468,
+    "parser_loss":365.5788776817,
+    "trainable_lemmatizer_loss":56.2071772462,
+    "tagger_loss":53.8643523407,
+    "morphologizer_loss":42.6978774554
+  },
+  "requirements":[
+    "spacy-transformers>=1.3.4,<1.4.0"
+  ]
+}

morphologizer/cfg

@@ -0,0 +1,203 @@
+{
+  "extend":false,
+  "label_smoothing":0.0,
+  "labels_morph":{
+    "POS=AUX":"",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
+    "POS=ADP":"",
+    "POS=PUNCT":"",
+    "Foreign=Yes|POS=PART":"Foreign=Yes",
+    "POS=PART":"",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "Foreign=Yes|POS=NOUN":"Foreign=Yes",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "POS=NOUN":"",
+    "POS=CCONJ":"",
+    "POS=SCONJ":"",
+    "POS=ADV":"",
+    "POS=VERB":"",
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Definite=Def|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "POS=PRON|PronType=Int":"PronType=Int",
+    "POS=AUX|Polarity=Neg":"Polarity=Neg",
+    "Definite=Def|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Definite=Def|Number=Plur|Person=3|PronType=Prs",
+    "Foreign=Yes|POS=CCONJ":"Foreign=Yes",
+    "Definite=Def|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Definite=Def|Number=Plur|Person=1|PronType=Prs",
+    "Foreign=Yes|POS=VERB|VerbForm=Fin":"Foreign=Yes|VerbForm=Fin",
+    "Foreign=Yes|POS=PROPN":"Foreign=Yes",
+    "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "POS=VERB|Polarity=Neg":"Polarity=Neg",
+    "Gender=Masc|Number=Sing|POS=PRON":"Gender=Masc|Number=Sing",
+    "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "POS=NOUN|PronType=Rcp":"PronType=Rcp",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Number=Plur|PronType=Art",
+    "POS=ADV|PronType=Tot":"PronType=Tot",
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs":"Definite=Def|Poss=Yes|PronType=Prs",
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Number=Sing|PronType=Art",
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "POS=PROPN":"",
+    "Definite=Def|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Definite=Def|Number=Plur|Person=2|PronType=Prs",
+    "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "POS=ADV|Polarity=Neg":"Polarity=Neg",
+    "Definite=Def|Number=Plur|POS=DET|PronType=Dem":"Definite=Def|Number=Plur|PronType=Dem",
+    "POS=PRON|PronType=Ind":"PronType=Ind",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Definite=Def|Gender=Fem|Number=Sing|PronType=Dem",
+    "Definite=Def|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
+    "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "NumType=Card|POS=NUM":"NumType=Card",
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Definite=Def|POS=ADV|PronType=Prs|Reflex=Yes":"Definite=Def|PronType=Prs|Reflex=Yes",
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "POS=AUX|VerbForm=Fin":"VerbForm=Fin",
+    "Foreign=Yes|POS=ADV":"Foreign=Yes",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Definite=Def|Gender=Masc|Number=Sing|PronType=Dem",
+    "POS=DET|PronType=Art":"PronType=Art",
+    "Foreign=Yes|POS=ADP":"Foreign=Yes",
+    "Number=Plur|POS=PRON":"Number=Plur",
+    "Foreign=Yes|POS=SCONJ":"Foreign=Yes",
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "Gender=Fem|Number=Sing|POS=PRON":"Gender=Fem|Number=Sing",
+    "POS=X":"",
+    "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "Foreign=Yes|POS=CCONJ|Polarity=Neg":"Foreign=Yes|Polarity=Neg",
+    "Foreign=Yes|POS=VERB|VerbForm=Inf":"Foreign=Yes|VerbForm=Inf",
+    "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "POS=ADJ":"",
+    "POS=DET":"",
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "POS=PRON":"",
+    "Foreign=Yes|POS=ADV|Polarity=Neg":"Foreign=Yes|Polarity=Neg",
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "POS=PRON|VerbForm=Fin":"VerbForm=Fin",
+    "Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "Foreign=Yes|POS=X":"Foreign=Yes",
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "Definite=Def|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":"Definite=Def|Number=Plur|Poss=Yes|PronType=Prs",
+    "Definite=Def|Foreign=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Definite=Def|Foreign=Yes|Number=Plur|Person=3|PronType=Prs",
+    "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "POS=X|Polarity=Neg":"Polarity=Neg",
+    "POS=ADV|PronType=Int":"PronType=Int",
+    "Definite=Def|Foreign=Yes|Number=Plur|POS=DET|PronType=Dem":"Definite=Def|Foreign=Yes|Number=Plur|PronType=Dem",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|Polarity=Neg|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Person=2|Polarity=Neg|PronType=Prs",
+    "Foreign=Yes|POS=AUX":"Foreign=Yes",
+    "POS=PART|Polarity=Neg":"Polarity=Neg",
+    "Foreign=Yes|NumType=Card|POS=NUM":"Foreign=Yes|NumType=Card",
+    "Foreign=Yes|POS=X|Polarity=Neg":"Foreign=Yes|Polarity=Neg",
+    "Foreign=Yes|POS=SCONJ|Polarity=Neg":"Foreign=Yes|Polarity=Neg",
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":"Definite=Def|Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "Foreign=Yes|POS=ADJ":"Foreign=Yes"
+  },
+  "labels_pos":{
+    "POS=AUX":87,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=VERB|VerbForm=Fin":100,
+    "POS=ADP":85,
+    "POS=PUNCT":97,
+    "Foreign=Yes|POS=PART":94,
+    "POS=PART":94,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
+    "Foreign=Yes|POS=NOUN":92,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
+    "POS=NOUN":92,
+    "POS=CCONJ":89,
+    "POS=SCONJ":98,
+    "POS=ADV":86,
+    "POS=VERB":100,
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Number=Sing|POS=PRON|Person=1|PronType=Prs":95,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
+    "POS=PRON|PronType=Int":95,
+    "POS=AUX|Polarity=Neg":87,
+    "Definite=Def|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Foreign=Yes|POS=CCONJ":89,
+    "Definite=Def|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
+    "Foreign=Yes|POS=VERB|VerbForm=Fin":100,
+    "Foreign=Yes|POS=PROPN":96,
+    "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "POS=VERB|Polarity=Neg":100,
+    "Gender=Masc|Number=Sing|POS=PRON":95,
+    "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "POS=NOUN|PronType=Rcp":92,
+    "Definite=Def|Number=Plur|POS=DET|PronType=Art":90,
+    "POS=ADV|PronType=Tot":86,
+    "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs":95,
+    "Definite=Ind|Number=Sing|POS=DET|PronType=Art":90,
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "POS=PROPN":96,
+    "Definite=Def|Number=Plur|POS=PRON|Person=2|PronType=Prs":95,
+    "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "POS=ADV|Polarity=Neg":86,
+    "Definite=Def|Number=Plur|POS=DET|PronType=Dem":90,
+    "POS=PRON|PronType=Ind":95,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
+    "Definite=Def|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "POS=VERB|VerbForm=Inf":100,
+    "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "NumType=Card|POS=NUM":93,
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|POS=ADV|PronType=Prs|Reflex=Yes":86,
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "POS=AUX|VerbForm=Fin":87,
+    "Foreign=Yes|POS=ADV":86,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
+    "POS=DET|PronType=Art":90,
+    "Foreign=Yes|POS=ADP":85,
+    "Number=Plur|POS=PRON":95,
+    "Foreign=Yes|POS=SCONJ":98,
+    "Definite=Def|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Gender=Fem|Number=Sing|POS=PRON":95,
+    "POS=X":101,
+    "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Foreign=Yes|POS=CCONJ|Polarity=Neg":89,
+    "Foreign=Yes|POS=VERB|VerbForm=Inf":100,
+    "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs":95,
+    "POS=ADJ":84,
+    "POS=DET":90,
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":90,
+    "POS=PRON":95,
+    "Foreign=Yes|POS=ADV|Polarity=Neg":86,
+    "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "POS=PRON|VerbForm=Fin":95,
+    "Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "Foreign=Yes|POS=X":101,
+    "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Number=Plur|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Definite=Def|Foreign=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
+    "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
+    "POS=X|Polarity=Neg":101,
+    "POS=ADV|PronType=Int":86,
+    "Definite=Def|Foreign=Yes|Number=Plur|POS=DET|PronType=Dem":90,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|Polarity=Neg|PronType=Prs":95,
+    "Foreign=Yes|POS=AUX":87,
+    "POS=PART|Polarity=Neg":94,
+    "Foreign=Yes|NumType=Card|POS=NUM":93,
+    "Foreign=Yes|POS=X|Polarity=Neg":101,
+    "Foreign=Yes|POS=SCONJ|Polarity=Neg":98,
+    "Definite=Def|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs":90,
+    "Foreign=Yes|POS=ADJ":84
+  },
+  "overwrite":true
+}

parser/cfg

@@ -0,0 +1,13 @@
+{
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":30,
+  "learn_tokens":false,
+  "beam_width":1,
+  "beam_density":0.0,
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
+}

parser/moves

@@ -0,0 +1 @@
+��moves�{"0":{"":25539},"1":{"":17115},"2":{"case":6409,"det":5028,"nsubj":3824,"mark":3159,"aux":2722,"cc":1233,"advmod":884,"punct":842,"dislocated":478,"advcl":309,"obl":180,"nummod":76,"vocative":51,"discourse":51,"dep":0},"3":{"obl":3420,"obj":2046,"punct":1929,"nmod":1427,"advmod":1336,"acl:relcl":1051,"conj":949,"advcl":863,"ccomp":575,"parataxis":534,"nsubj":454,"xcomp":444,"det":439,"cop":381,"appos":310,"fixed":236,"dislocated":194,"csubj":103,"vocative":79,"iobj":57,"obl:npmod":52,"flat":40,"dep":0},"4":{"ROOT":1730}}�cfg��neg_key�

tagger/cfg

@@ -0,0 +1,173 @@
+{
+  "label_smoothing":0.0,
+  "labels":[
+    "AAOR",
+    "ACAUS",
+    "ACOND",
+    "ACOND_PPERS",
+    "ACOND_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+    "ACOND_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "ACONJ",
+    "ACONJ_PPERS",
+    "ACONJ_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "ADV",
+    "ADV__Foreign=Yes",
+    "AFUTCONJ",
+    "AJUS",
+    "ALIM",
+    "ANEGAOR__Polarity=Neg",
+    "ANEGJUS__Polarity=Neg",
+    "ANEGOPT__Polarity=Neg",
+    "ANEGPST_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|Polarity=Neg|PronType=Prs",
+    "ANEGPST__Polarity=Neg",
+    "ANY__Polarity=Neg",
+    "AOPT",
+    "AOPT_PPERS",
+    "AOPT_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "AOPT_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "AOPT_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+    "AOPT_PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "AOPT_PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+    "AOPT_PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+    "AOPT_PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "APREC",
+    "APST",
+    "APST_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "ART",
+    "ART__Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
+    "ART__Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
+    "ART__Definite=Def|Number=Plur|PronType=Art",
+    "ART__Definite=Ind|Number=Sing|PronType=Art",
+    "ART__PronType=Art",
+    "CCIRC",
+    "CCIRC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "CCIRC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "CFOC",
+    "CFOC_PPERS",
+    "CFOC_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "CONJ",
+    "CONJ__Foreign=Yes",
+    "CONJ__Foreign=Yes|Polarity=Neg",
+    "COP__Gender=Fem|Number=Sing",
+    "COP__Gender=Masc|Number=Sing",
+    "COP__Number=Plur",
+    "CPRET",
+    "CPRET_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "CREL",
+    "CREL_PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "EXIST",
+    "EXIST__Foreign=Yes",
+    "EXIST__Polarity=Neg",
+    "FM",
+    "FM__Foreign=Yes",
+    "FM__Foreign=Yes|Polarity=Neg",
+    "FM__Polarity=Neg",
+    "FUT",
+    "IMOD",
+    "IMOD_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "IMOD__Definite=Def|PronType=Prs|Reflex=Yes",
+    "IMOD__PronType=Tot",
+    "N",
+    "NEG__Foreign=Yes|Polarity=Neg",
+    "NEG__Polarity=Neg",
+    "NPROP",
+    "NPROP__Foreign=Yes",
+    "NUM__Foreign=Yes|NumType=Card",
+    "NUM__NumType=Card",
+    "N_PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "N_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "N__Foreign=Yes",
+    "N__PronType=Rcp",
+    "PDEM",
+    "PDEM__Definite=Def|Foreign=Yes|Number=Plur|PronType=Dem",
+    "PDEM__Definite=Def|Gender=Fem|Number=Sing|PronType=Dem",
+    "PDEM__Definite=Def|Gender=Masc|Number=Sing|PronType=Dem",
+    "PDEM__Definite=Def|Number=Plur|PronType=Dem",
+    "PINT__PronType=Ind",
+    "PINT__PronType=Int",
+    "PPERI__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "PPERI__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "PPERI__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+    "PPERI__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PPERI__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+    "PPERI__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+    "PPERI__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+    "PPERI__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "PPERO",
+    "PPERO__Definite=Def|Foreign=Yes|Number=Plur|Person=3|PronType=Prs",
+    "PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "PPERO__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+    "PPERO__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PPERO__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+    "PPERO__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+    "PPERO__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+    "PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "PPERO__Definite=Def|Poss=Yes|PronType=Prs",
+    "PPERS",
+    "PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "PPERS__Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
+    "PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
+    "PPERS__Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
+    "PPERS__Definite=Def|Number=Plur|Person=1|PronType=Prs",
+    "PPERS__Definite=Def|Number=Plur|Person=2|PronType=Prs",
+    "PPERS__Definite=Def|Number=Plur|Person=3|PronType=Prs",
+    "PPERS__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "PPOS",
+    "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Number=Plur|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
+    "PPOS__Definite=Def|Number=Plur|Poss=Yes|PronType=Prs",
+    "PREP",
+    "PREP_PPERO",
+    "PREP_PPERO__Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
+    "PREP_PPERO__Definite=Def|Number=Sing|Person=1|PronType=Prs",
+    "PREP__Foreign=Yes",
+    "PTC",
+    "PTC__Foreign=Yes",
+    "PTC__Polarity=Neg",
+    "PUNCT",
+    "UNKNOWN",
+    "UNKNOWN__Foreign=Yes",
+    "VBD__VerbForm=Fin",
+    "VIMP__Foreign=Yes|VerbForm=Fin",
+    "VIMP__VerbForm=Fin",
+    "VSTAT__VerbForm=Fin",
+    "V_PPERO__VerbForm=Fin",
+    "V__Foreign=Yes|VerbForm=Fin",
+    "V__Foreign=Yes|VerbForm=Inf",
+    "V__VerbForm=Fin",
+    "V__VerbForm=Inf"
+  ],
+  "neg_prefix":"!",
+  "overwrite":false
+}

tokenizer

@@ -0,0 +1,3 @@
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transformer/cfg

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transformer/model

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vocab/key2row

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vocab/lookups.bin

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vocab/vectors.cfg

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