xx_cop_sigtyp_trf-0.1.0: Update SIGTYP pipeline

README.md

@@ -13,7 +13,21 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.2801932367
+      value: 0.2810990338
+  - task:
+      name: POS
+      type: token-classification
+    metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.2865338164
+  - task:
+      name: MORPH
+      type: token-classification
+    metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.2862318841
   - task:
       name: LEMMA
       type: token-classification
@@ -27,29 +41,29 @@ model-index:
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.0226315789
+      value: 0.0204831933
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.0202631579
+      value: 0.0181197479
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.8864142539
+      value: 0.8928571429
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `xx_cop_sigtyp_trf` |
 | **Version** | `0.1.0` |
 | **spaCy** | `>=3.6.1,<3.7.0` |
-| **Default Pipeline** | `transformer`, `parser`, `trainable_lemmatizer`, `tagger` |
-| **Components** | `transformer`, `parser`, `trainable_lemmatizer`, `tagger` |
+| **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 |
@@ -59,12 +73,13 @@ model-index:
 
 <details>
 
-<summary>View label scheme (196 labels for 2 components)</summary>
+<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>
 
@@ -72,14 +87,17 @@ model-index:
 
 | Type | Score |
 | --- | --- |
-| `DEP_UAS` | 2.26 |
-| `DEP_LAS` | 2.03 |
-| `SENTS_P` | 85.41 |
-| `SENTS_R` | 92.13 |
-| `SENTS_F` | 88.64 |
+| `DEP_UAS` | 2.05 |
+| `DEP_LAS` | 1.81 |
+| `SENTS_P` | 86.21 |
+| `SENTS_R` | 92.59 |
+| `SENTS_F` | 89.29 |
 | `LEMMA_ACC` | 29.43 |
-| `TAG_ACC` | 28.02 |
-| `TRANSFORMER_LOSS` | 19921.12 |
-| `PARSER_LOSS` | 5781.98 |
-| `TRAINABLE_LEMMATIZER_LOSS` | 192.05 |
-| `TAGGER_LOSS` | 194.77 |
+| `TAG_ACC` | 28.11 |
+| `POS_ACC` | 28.65 |
+| `MORPH_ACC` | 28.62 |
+| `TRANSFORMER_LOSS` | 25359.93 |
+| `PARSER_LOSS` | 6226.01 |
+| `TRAINABLE_LEMMATIZER_LOSS` | 0.07 |
+| `TAGGER_LOSS` | 177.57 |
+| `MORPHOLOGIZER_LOSS` | 169.06 |

config.cfg

@@ -10,7 +10,7 @@ seed = 42
 
 [nlp]
 lang = "xx"
-pipeline = ["transformer","parser","trainable_lemmatizer","tagger"]
+pipeline = ["transformer","parser","trainable_lemmatizer","tagger","morphologizer"]
 batch_size = 128
 disabled = []
 before_creation = null
@@ -20,6 +20,24 @@ 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
@@ -166,14 +184,17 @@ total_steps = 20000
 initial_rate = 0.00005
 
 [training.score_weights]
-dep_uas = 0.17
-dep_las = 0.17
+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 = 0.33
-tag_acc = 0.33
+lemma_acc = 0.17
+tag_acc = 0.17
+pos_acc = 0.25
+morph_acc = 0.25
+morph_per_feat = null
 
 [pretraining]
 

meta.json

@@ -218,36 +218,137 @@
       "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"
+    "tagger",
+    "morphologizer"
   ],
   "components":[
     "transformer",
     "parser",
     "trainable_lemmatizer",
-    "tagger"
+    "tagger",
+    "morphologizer"
   ],
   "disabled":[
 
   ],
   "performance":{
-    "dep_uas":0.0226315789,
-    "dep_las":0.0202631579,
+    "dep_uas":0.0204831933,
+    "dep_las":0.0181197479,
     "dep_las_per_type":{
       "cc":{
-        "p":0.8333333333,
-        "r":0.0872093023,
-        "f":0.1578947368
+        "p":0.875,
+        "r":0.0813953488,
+        "f":0.1489361702
       },
       "mark":{
-        "p":0.6666666667,
-        "r":0.0046296296,
-        "f":0.0091954023
+        "p":0.5,
+        "r":0.0023148148,
+        "f":0.0046082949
       },
       "nsubj":{
         "p":0.0,
@@ -255,9 +356,9 @@
         "f":0.0
       },
       "root":{
-        "p":0.213592233,
-        "r":0.1018518519,
-        "f":0.1379310345
+        "p":0.1775700935,
+        "r":0.087962963,
+        "f":0.1176470588
       },
       "case":{
         "p":0.5,
@@ -290,14 +391,14 @@
         "f":0.0
       },
       "advmod":{
-        "p":0.5789473684,
-        "r":0.0785714286,
-        "f":0.1383647799
+        "p":0.5882352941,
+        "r":0.0714285714,
+        "f":0.127388535
       },
       "advcl":{
-        "p":1.0,
-        "r":0.0064102564,
-        "f":0.0127388535
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
       },
       "obj":{
         "p":0.0,
@@ -310,9 +411,9 @@
         "f":0.0
       },
       "parataxis":{
-        "p":0.125,
+        "p":0.0625,
         "r":0.0138888889,
-        "f":0.025
+        "f":0.0227272727
       },
       "nmod":{
         "p":0.0,
@@ -320,9 +421,9 @@
         "f":0.0
       },
       "cop":{
-        "p":0.4117647059,
-        "r":0.1346153846,
-        "f":0.2028985507
+        "p":0.3636363636,
+        "r":0.1538461538,
+        "f":0.2162162162
       },
       "appos":{
         "p":0.0,
@@ -335,9 +436,9 @@
         "f":0.0
       },
       "conj":{
-        "p":0.75,
-        "r":0.0218978102,
-        "f":0.0425531915
+        "p":0.5,
+        "r":0.0145985401,
+        "f":0.0283687943
       },
       "xcomp":{
         "p":0.0,
@@ -400,15 +501,85 @@
         "f":0.0
       }
     },
-    "sents_p":0.8540772532,
-    "sents_r":0.9212962963,
-    "sents_f":0.8864142539,
+    "sents_p":0.8620689655,
+    "sents_r":0.9259259259,
+    "sents_f":0.8928571429,
     "lemma_acc":0.2942952007,
-    "tag_acc":0.2801932367,
-    "transformer_loss":199.2112121448,
-    "parser_loss":57.8198015797,
-    "trainable_lemmatizer_loss":1.9204635808,
-    "tagger_loss":1.9476538145
+    "tag_acc":0.2810990338,
+    "pos_acc":0.2865338164,
+    "morph_acc":0.2862318841,
+    "morph_per_feat":{
+      "Foreign":{
+        "p":0.9790575916,
+        "r":0.3895833333,
+        "f":0.5573770492
+      },
+      "Definite":{
+        "p":0.9782608696,
+        "r":0.0286806883,
+        "f":0.0557275542
+      },
+      "Gender":{
+        "p":1.0,
+        "r":0.0541666667,
+        "f":0.1027667984
+      },
+      "Number":{
+        "p":0.9880952381,
+        "r":0.0523989899,
+        "f":0.0995203837
+      },
+      "Person":{
+        "p":0.9677419355,
+        "r":0.0316122234,
+        "f":0.0612244898
+      },
+      "PronType":{
+        "p":0.9852941176,
+        "r":0.041180086,
+        "f":0.0790560472
+      },
+      "VerbForm":{
+        "p":0.8823529412,
+        "r":0.0904977376,
+        "f":0.1641586867
+      },
+      "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":253.5993073187,
+    "parser_loss":62.2600751801,
+    "trainable_lemmatizer_loss":0.0007415209,
+    "tagger_loss":1.7757288306,
+    "morphologizer_loss":1.6905632706
   },
   "requirements":[
     "spacy-transformers>=1.3.3,<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
+}

transformer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:4b351f1da3b0008e772c769d09a7280b4c90fb59f3911321324d3caa049850b6
+oid sha256:a79563334c3fda327aa831f00f9a84d69d1296f01a6bcdd021daf04e8e72caea
 size 509231398

vocab/strings.json

@@ -259,53 +259,100 @@
   "DEM",
   "Definite",
   "Definite=Def",
+  "Definite=Def|Foreign=Yes|Number=Plur|POS=DET|PronType=Dem",
+  "Definite=Def|Foreign=Yes|Number=Plur|POS=PRON|Person=3|PronType=Prs",
   "Definite=Def|Foreign=Yes|Number=Plur|Person=3|PronType=Prs",
   "Definite=Def|Foreign=Yes|Number=Plur|PronType=Dem",
+  "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|POS=DET|Person=3|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=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|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|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Fem|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
+  "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|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+  "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=1|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|Number[psor]=Plur|Person=3|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",
+  "Definite=Def|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+  "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
+  "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
+  "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|Polarity=Neg|PronType=Prs",
+  "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+  "Definite=Def|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|Person=2|Polarity=Neg|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|Person=2|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
   "Definite=Def|Gender=Fem|Number=Sing|PronType=Dem",
+  "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|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Masc|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|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|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Masc|Gender[psor]=Masc|Number=Sing|Number[psor]=Sing|Person=2|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=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
+  "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|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+  "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|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs",
+  "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
+  "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
+  "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
+  "Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|Person=2|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
   "Definite=Def|Gender=Masc|Number=Sing|PronType=Dem",
+  "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|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|Person=3|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|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
   "Definite=Def|Gender[psor]=Masc|Number=Plur|Number[psor]=Sing|Person=3|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|POS=DET|Person=2|Poss=Yes|PronType=Prs",
+  "Definite=Def|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
   "Definite=Def|Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
   "Definite=Def|Number=Plur|Number[psor]=Plur|Person=2|Poss=Yes|PronType=Prs",
   "Definite=Def|Number=Plur|Number[psor]=Plur|Person=3|Poss=Yes|PronType=Prs",
+  "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|Number=Plur|POS=DET|Poss=Yes|PronType=Prs",
+  "Definite=Def|Number=Plur|POS=DET|PronType=Art",
+  "Definite=Def|Number=Plur|POS=DET|PronType=Dem",
+  "Definite=Def|Number=Plur|POS=PRON|Person=1|PronType=Prs",
+  "Definite=Def|Number=Plur|POS=PRON|Person=2|PronType=Prs",
+  "Definite=Def|Number=Plur|POS=PRON|Person=3|PronType=Prs",
   "Definite=Def|Number=Plur|Person=1|PronType=Prs",
   "Definite=Def|Number=Plur|Person=2|PronType=Prs",
   "Definite=Def|Number=Plur|Person=3|PronType=Prs",
   "Definite=Def|Number=Plur|Poss=Yes|PronType=Prs",
   "Definite=Def|Number=Plur|PronType=Art",
   "Definite=Def|Number=Plur|PronType=Dem",
+  "Definite=Def|Number=Sing|POS=PRON|Person=1|PronType=Prs",
   "Definite=Def|Number=Sing|Person=1|PronType=Prs",
+  "Definite=Def|POS=ADV|PronType=Prs|Reflex=Yes",
+  "Definite=Def|POS=PRON|Poss=Yes|PronType=Prs",
   "Definite=Def|Poss=Yes|PronType=Prs",
   "Definite=Def|PronType=Prs|Reflex=Yes",
   "Definite=Ind",
+  "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
   "Definite=Ind|Number=Sing|PronType=Art",
   "Dem",
   "E",
@@ -326,6 +373,23 @@
   "Foreign",
   "Foreign=Yes",
   "Foreign=Yes|NumType=Card",
+  "Foreign=Yes|NumType=Card|POS=NUM",
+  "Foreign=Yes|POS=ADJ",
+  "Foreign=Yes|POS=ADP",
+  "Foreign=Yes|POS=ADV",
+  "Foreign=Yes|POS=ADV|Polarity=Neg",
+  "Foreign=Yes|POS=AUX",
+  "Foreign=Yes|POS=CCONJ",
+  "Foreign=Yes|POS=CCONJ|Polarity=Neg",
+  "Foreign=Yes|POS=NOUN",
+  "Foreign=Yes|POS=PART",
+  "Foreign=Yes|POS=PROPN",
+  "Foreign=Yes|POS=SCONJ",
+  "Foreign=Yes|POS=SCONJ|Polarity=Neg",
+  "Foreign=Yes|POS=VERB|VerbForm=Fin",
+  "Foreign=Yes|POS=VERB|VerbForm=Inf",
+  "Foreign=Yes|POS=X",
+  "Foreign=Yes|POS=X|Polarity=Neg",
   "Foreign=Yes|Polarity=Neg",
   "Foreign=Yes|VerbForm=Fin",
   "Foreign=Yes|VerbForm=Inf",
@@ -333,8 +397,10 @@
   "Gender",
   "Gender=Fem",
   "Gender=Fem|Number=Sing",
+  "Gender=Fem|Number=Sing|POS=PRON",
   "Gender=Masc",
   "Gender=Masc|Number=Sing",
+  "Gender=Masc|Number=Sing|POS=PRON",
   "Gender[psor]",
   "Gender[psor]=Fem",
   "Gender[psor]=Masc",
@@ -369,8 +435,10 @@
   "Neg",
   "NumType",
   "NumType=Card",
+  "NumType=Card|POS=NUM",
   "Number",
   "Number=Plur",
+  "Number=Plur|POS=PRON",
   "Number=Sing",
   "Number[psor]",
   "Number[psor]=Plur",
@@ -393,6 +461,36 @@
   "PDEM__Definite=Def|Number=Plur|PronType=Dem",
   "PINT__PronType=Ind",
   "PINT__PronType=Int",
+  "POS=ADJ",
+  "POS=ADP",
+  "POS=ADV",
+  "POS=ADV|Polarity=Neg",
+  "POS=ADV|PronType=Int",
+  "POS=ADV|PronType=Tot",
+  "POS=AUX",
+  "POS=AUX|Polarity=Neg",
+  "POS=AUX|VerbForm=Fin",
+  "POS=CCONJ",
+  "POS=DET",
+  "POS=DET|PronType=Art",
+  "POS=NOUN",
+  "POS=NOUN|PronType=Rcp",
+  "POS=NUM",
+  "POS=PART",
+  "POS=PART|Polarity=Neg",
+  "POS=PRON",
+  "POS=PRON|PronType=Ind",
+  "POS=PRON|PronType=Int",
+  "POS=PRON|VerbForm=Fin",
+  "POS=PROPN",
+  "POS=PUNCT",
+  "POS=SCONJ",
+  "POS=VERB",
+  "POS=VERB|Polarity=Neg",
+  "POS=VERB|VerbForm=Fin",
+  "POS=VERB|VerbForm=Inf",
+  "POS=X",
+  "POS=X|Polarity=Neg",
   "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",
@@ -11387,6 +11485,7 @@
   "\u2ca1\u2c89\u2ca7\u2c89\u2ca3\u2c89\u2ca1\u2c89\u03e5\u03e9\u2cb1\u2c83",
   "\u2ca1\u2c89\u2ca7\u2c89\u2ca3\u2c89\u2ca1\u2c89\u03e5\u03eb\u2c9f\u2c89\u2c93\u2ca5",
   "\u2ca1\u2c89\u2ca7\u2c89\u2ca3\u2c89\u2ca1\u2c89\u2ca7\u2ca5\u2c8f\u03ed",
+  "\u2ca1\u2c89\u2ca7\u2c89\u2ca7\u2c9b\u2c91\u2c97\u2c93\u2c83\u2c89",
   "\u2ca1\u2c89\u2ca7\u2c89\u2ca7\u2c9b\u2c9f\u2ca9\u2c81\u03e3\u03e5",
   "\u2ca1\u2c89\u2ca7\u2c89\u2ca9\u2c9b\u2ca7\u03e5\u2c99\u2c81\u2c81\u03eb\u2c89",
   "\u2ca1\u2c89\u2ca7\u2c89\u2ca9\u2c9b\u2ca7\u2c81\u03e5",
@@ -11624,7 +11723,6 @@
   "\u2ca1\u2ca5\u2cb1\u2ca7\u2c8f\u2ca3",
   "\u2ca1\u2ca7\u2c81\u03eb\u2ca3\u2c9f",
   "\u2ca1\u2ca7\u2c81\u2c89\u2c93\u2c9f",
-  "\u2ca1\u2ca7\u2c81\u2c99\u2c9f\u2c9f\u2ca9",
   "\u2ca1\u2ca7\u2c83\u2c83\u2c9f",
   "\u2ca1\u2ca7\u2c89\u2c97\u2cb1\u2c9b\u2c8f\u2ca5",
   "\u2ca1\u2ca7\u2c8f",

xx_cop_sigtyp_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7c0cba75d805c86273e251b52838962141fb1da7f9db96642e975aae6218a6e9
-size 467235628
+oid sha256:a0dae9755b350da95f94fc452f517553c6ae016a1ec32552738f77372d4a4a76
+size 467408501