xx_cop_sigtyp_trf-0.1.0: Update SIGTYP pipeline

README.md

@@ -13,33 +13,73 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.0
+      value: 0.2801932367
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.2837307576
+      value: 0.2942952007
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.0100692259
+      value: 0.0226315789
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.0090623033
+      value: 0.0202631579
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.0109809663
+      value: 0.8864142539
 ---
+| 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` |
+| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Sources** | n/a |
+| **License** | n/a |
+| **Author** | [n/a]() |
+
+### Label Scheme
+
+<details>
+
+<summary>View label scheme (196 labels for 2 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` |
+
+</details>
+
+### Accuracy
+
+| Type | Score |
+| --- | --- |
+| `DEP_UAS` | 2.26 |
+| `DEP_LAS` | 2.03 |
+| `SENTS_P` | 85.41 |
+| `SENTS_R` | 92.13 |
+| `SENTS_F` | 88.64 |
+| `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 |

meta.json

@@ -236,18 +236,18 @@
 
   ],
   "performance":{
-    "dep_uas":0.0100692259,
-    "dep_las":0.0090623033,
+    "dep_uas":0.0226315789,
+    "dep_las":0.0202631579,
     "dep_las_per_type":{
       "cc":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.8333333333,
+        "r":0.0872093023,
+        "f":0.1578947368
       },
       "mark":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.6666666667,
+        "r":0.0046296296,
+        "f":0.0091954023
       },
       "nsubj":{
         "p":0.0,
@@ -255,14 +255,14 @@
         "f":0.0
       },
       "root":{
-        "p":0.0379346681,
-        "r":0.1666666667,
-        "f":0.0618025751
+        "p":0.213592233,
+        "r":0.1018518519,
+        "f":0.1379310345
       },
       "case":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.5,
+        "r":0.0012886598,
+        "f":0.0025706941
       },
       "obl":{
         "p":0.0,
@@ -290,14 +290,14 @@
         "f":0.0
       },
       "advmod":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.5789473684,
+        "r":0.0785714286,
+        "f":0.1383647799
       },
       "advcl":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":1.0,
+        "r":0.0064102564,
+        "f":0.0127388535
       },
       "obj":{
         "p":0.0,
@@ -310,9 +310,9 @@
         "f":0.0
       },
       "parataxis":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.125,
+        "r":0.0138888889,
+        "f":0.025
       },
       "nmod":{
         "p":0.0,
@@ -320,9 +320,9 @@
         "f":0.0
       },
       "cop":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.4117647059,
+        "r":0.1346153846,
+        "f":0.2028985507
       },
       "appos":{
         "p":0.0,
@@ -335,9 +335,9 @@
         "f":0.0
       },
       "conj":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.75,
+        "r":0.0218978102,
+        "f":0.0425531915
       },
       "xcomp":{
         "p":0.0,
@@ -365,9 +365,9 @@
         "f":0.0
       },
       "discourse":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":1.0,
+        "r":0.2,
+        "f":0.3333333333
       },
       "amod":{
         "p":0.0,
@@ -385,9 +385,9 @@
         "f":0.0
       },
       "flat":{
-        "p":0.0,
-        "r":0.0,
-        "f":0.0
+        "p":0.6666666667,
+        "r":0.4,
+        "f":0.5
       },
       "obl:npmod":{
         "p":0.0,
@@ -400,15 +400,15 @@
         "f":0.0
       }
     },
-    "sents_p":0.0059618442,
-    "sents_r":0.0694444444,
-    "sents_f":0.0109809663,
-    "lemma_acc":0.2837307576,
-    "tag_acc":0.0,
-    "transformer_loss":474.1848888397,
-    "parser_loss":897.4665898085,
-    "trainable_lemmatizer_loss":137.3459777832,
-    "tagger_loss":137.1686668396
+    "sents_p":0.8540772532,
+    "sents_r":0.9212962963,
+    "sents_f":0.8864142539,
+    "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
   },
   "requirements":[
     "spacy-transformers>=1.3.3,<1.4.0"

transformer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:46be0d5dc0f52a847b51237dbd608c4f024e7aa8c1121b2fc2226d7300e42fc4
-size 508514878
+oid sha256:4b351f1da3b0008e772c769d09a7280b4c90fb59f3911321324d3caa049850b6
+size 509231398

vocab/strings.json

@@ -64,9 +64,14 @@
   "........",
   ".........",
   "..........",
+  "......\u2c99....",
+  ".....]",
   ".....\u2c9f...",
   "....x...",
+  "...]",
   "..]",
+  "..\u2c99....",
+  "..\u2c9f...",
   ".]\u2ca5",
   "._.",
   "/",
@@ -583,6 +588,9 @@
   "Yes",
   "[",
   "[-:",
+  "[..",
+  "[...",
+  "[.....",
   "[.....]",
   "[....]",
   "[....]x",
@@ -630,6 +638,7 @@
   "acaus",
   "ace",
   "acl:relcl",
+  "acl:relcl||nsubj",
   "acond",
   "acond_ppers",
   "acond_ppers__definite=def|gender=fem|number=sing|person=2|prontype=prs",
@@ -645,6 +654,10 @@
   "aconj_ppers__definite=def|number=sing|person=1|prontype=prs",
   "adv",
   "adv__foreign=yes",
+  "advcl||acl:relcl",
+  "advmod||acl:relcl",
+  "advmod||advcl",
+  "advmod||obl",
   "afutconj",
   "ajus",
   "alim",
@@ -663,6 +676,9 @@
   "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",
+  "appos||dislocated",
+  "appos||nmod",
+  "appos||nsubj",
   "aprec",
   "apst",
   "apst_ppers__definite=def|gender=fem|number=sing|person=2|prontype=prs",
@@ -675,6 +691,7 @@
   "art__definite=ind|number=sing|prontype=art",
   "art__prontype=art",
   "ase",
+  "aux||nsubj",
   "b",
   "b.",
   "c",
@@ -684,7 +701,9 @@
   "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",
+  "ccomp||advcl",
   "cc||conj",
+  "cc||nsubj",
   "ce>",
   "cfoc",
   "cfoc_ppers",
@@ -692,6 +711,7 @@
   "compound",
   "conj__foreign=yes",
   "conj__foreign=yes|polarity=neg",
+  "conj||nsubj",
   "cop__gender=fem|number=sing",
   "cop__gender=masc|number=sing",
   "cop__number=plur",
@@ -759,8 +779,12 @@
   "definite=def|poss=yes|prontype=prs",
   "definite=def|prontype=prs|reflex=yes",
   "definite=ind|number=sing|prontype=art",
+  "det||dislocated",
+  "det||nsubj",
   "discourse",
   "dislocated",
+  "dislocated||advcl",
+  "dislocated||xcomp",
   "dum",
   "e",
   "e.",
@@ -807,6 +831,7 @@
   "lur",
   "m",
   "m.",
+  "mark||advcl",
   "mod",
   "n",
   "n.",
@@ -817,12 +842,14 @@
   "nct",
   "neg__foreign=yes|polarity=neg",
   "neg__polarity=neg",
+  "nmod||obl",
   "nprop",
   "nprop__foreign=yes",
   "num__foreign=yes|numtype=card",
   "num__numtype=card",
   "number=plur",
   "nummod",
+  "nummod||obl",
   "numtype=card",
   "o",
   "o.",
@@ -833,6 +860,9 @@
   "o_O",
   "o_o",
   "obl:npmod",
+  "obl:npmod||dislocated",
+  "obl||acl:relcl",
+  "obl||advcl",
   "omp",
   "onj",
   "orphan",
@@ -4422,10 +4452,12 @@
   "\u2c87\u2cb1\u2c9b",
   "\u2c87\u2cb1\u2ca3\u2c9f\u2c9b",
   "\u2c89",
+  "\u2c89......",
   "\u2c89......\u2c99....",
   "\u2c89[",
   "\u2c89[.....]",
   "\u2c89_",
+  "\u2c89_\u2c81\u2c9b\u2c9f\u2c95",
   "\u2c89_\u2c9b\u2ca7\u2c9f",
   "\u2c89\u03e3",
   "\u2c89\u03e3\u03e3\u2c89",
@@ -7137,6 +7169,7 @@
   "\u2c97\u2cb1\u2ca1",
   "\u2c97\u2cb1\u2ca5",
   "\u2c99",
+  "\u2c99....",
   "\u2c99\u03e3\u2c89",
   "\u2c99\u03e3\u2c93\u2ca3",
   "\u2c99\u03e5\u2c93",
@@ -8434,6 +8467,7 @@
   "\u2c99\u2cb1\u2ca5",
   "\u2c99\u2cb1\u2ca9\u2ca5\u2c8f\u2ca5",
   "\u2c9b",
+  "\u2c9b_\u2c81\u2c9b",
   "\u2c9b_\u2c9b\u2ca7",
   "\u2c9b_\u2c9b\u2ca7\u2c9f",
   "\u2c9b\u03e3\u03e5\u2c89",
@@ -10658,6 +10692,7 @@
   "\u2c9d\u2c93\u2c81",
   "\u2c9d\u2c93\u2ca5",
   "\u2c9f",
+  "\u2c9f...",
   "\u2c9f\u03e3",
   "\u2c9f\u03e3\u03e5",
   "\u2c9f\u03e3\u2c89",
@@ -10770,6 +10805,7 @@
   "\u2c9f\u2ca5\u2c89",
   "\u2c9f\u2ca5\u2c95",
   "\u2c9f\u2ca5\u2c9b",
+  "\u2c9f\u2ca7",
   "\u2c9f\u2ca7\u03e5",
   "\u2c9f\u2ca7\u03e9",
   "\u2c9f\u2ca7\u2c89",
@@ -11588,6 +11624,7 @@
   "\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 sha256:983a92be90346f7cabf9e0de7c23430428868dc220752d2222d639957983ef84
-size 470089744
+oid sha256:7c0cba75d805c86273e251b52838962141fb1da7f9db96642e975aae6218a6e9
+size 467235628