Update spaCy pipeline

README.md

@@ -13,55 +13,55 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9429674971
+      value: 0.9418381406
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9372543705
+      value: 0.9388354339
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.8981998058
+      value: 0.8961217898
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9788368154
+      value: 0.9773461321
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.7427243331
+      value: 0.7462060955
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.6759631173
+      value: 0.6756388244
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.985977213
+      value: 0.9890302764
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `grc_perseus_lg` |
-| **Version** | `3.5.3` |
-| **spaCy** | `>=3.5.3,<3.6.0` |
+| **Version** | `3.6.0` |
+| **spaCy** | `>=3.6.0,<3.7.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler` |
 | **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler` |
 | **Vectors** | -1 keys, 200000 unique vectors (300 dimensions) |
@@ -87,16 +87,16 @@ model-index:
 
 | Type | Score |
 | --- | --- |
-| `POS_ACC` | 93.70 |
-| `MORPH_ACC` | 89.60 |
-| `TAG_ACC` | 94.07 |
-| `DEP_UAS` | 74.41 |
-| `DEP_LAS` | 67.42 |
-| `SENTS_P` | 99.47 |
-| `SENTS_R` | 99.47 |
-| `SENTS_F` | 99.47 |
-| `LEMMA_ACC` | 97.88 |
-| `TOK2VEC_LOSS` | 8318988.01 |
-| `MORPHOLOGIZER_LOSS` | 702622.15 |
-| `TAGGER_LOSS` | 216101.94 |
-| `PARSER_LOSS` | 3888592.92 |
+| `POS_ACC` | 93.88 |
+| `MORPH_ACC` | 89.61 |
+| `TAG_ACC` | 94.18 |
+| `DEP_UAS` | 74.62 |
+| `DEP_LAS` | 67.56 |
+| `SENTS_P` | 98.69 |
+| `SENTS_R` | 99.12 |
+| `SENTS_F` | 98.90 |
+| `LEMMA_ACC` | 97.73 |
+| `TOK2VEC_LOSS` | 6876120.10 |
+| `MORPHOLOGIZER_LOSS` | 114024.69 |
+| `TAGGER_LOSS` | 41222.97 |
+| `PARSER_LOSS` | 1563937.90 |

accuracy.json

@@ -3,196 +3,196 @@
   "token_p":0.9983307102,
   "token_r":0.9987117706,
   "token_f":0.998521204,
-  "pos_acc":0.9192078263,
-  "morph_acc":0.881719917,
-  "morph_micro_p":0.9351866374,
-  "morph_micro_r":0.9272066398,
-  "morph_micro_f":0.9311795422,
+  "pos_acc":0.9184223712,
+  "morph_acc":0.8819318507,
+  "morph_micro_p":0.9358108769,
+  "morph_micro_r":0.9294808249,
+  "morph_micro_f":0.9326351101,
   "morph_per_feat":{
     "Mood":{
-      "p":0.9355307804,
-      "r":0.9359844811,
-      "f":0.9357575758
+      "p":0.9355620155,
+      "r":0.9364694471,
+      "f":0.9360155114
     },
     "Number":{
-      "p":0.9705093834,
-      "r":0.9636446608,
-      "f":0.9670648399
+      "p":0.9728489484,
+      "r":0.9674475205,
+      "f":0.9701407162
     },
     "Person":{
-      "p":0.9333333333,
-      "r":0.8986046512,
-      "f":0.9156398104
+      "p":0.9309178744,
+      "r":0.8962790698,
+      "f":0.9132701422
     },
     "Tense":{
-      "p":0.8984962406,
+      "p":0.8960899839,
       "r":0.8975321888,
-      "f":0.898013956
+      "f":0.8968105066
     },
     "VerbForm":{
-      "p":0.9645542427,
-      "r":0.9645542427,
-      "f":0.9645542427
+      "p":0.9643813605,
+      "r":0.9669709989,
+      "f":0.9656744436
     },
     "Voice":{
-      "p":0.9406552095,
-      "r":0.9396459227,
-      "f":0.9401502952
+      "p":0.9424055719,
+      "r":0.9436695279,
+      "f":0.9430371264
     },
     "Case":{
-      "p":0.9442321689,
-      "r":0.9366483169,
-      "f":0.9404249536
+      "p":0.9465080374,
+      "r":0.9405288331,
+      "f":0.9435089625
     },
     "Gender":{
-      "p":0.8916211293,
-      "r":0.8854920405,
-      "f":0.8885460156
+      "p":0.8890201781,
+      "r":0.8846780029,
+      "f":0.8868437755
     },
     "Aspect":{
-      "p":0.8390625,
-      "r":0.7943786982,
-      "f":0.8161094225
+      "p":0.8518518519,
+      "r":0.8165680473,
+      "f":0.833836858
     },
     "Degree":{
-      "p":0.6388888889,
-      "r":0.2446808511,
-      "f":0.3538461538
+      "p":0.75,
+      "r":0.2234042553,
+      "f":0.3442622951
     }
   },
-  "tag_acc":0.9239835847,
-  "sents_p":0.9748283753,
-  "sents_r":0.97856049,
-  "sents_f":0.9766908674,
-  "dep_uas":0.7356321839,
-  "dep_las":0.6667922802,
+  "tag_acc":0.9216893343,
+  "sents_p":0.9785932722,
+  "sents_r":0.9800918836,
+  "sents_f":0.9793420046,
+  "dep_uas":0.7354397675,
+  "dep_las":0.6653928956,
   "dep_las_per_type":{
     "root":{
-      "p":0.8839694656,
-      "r":0.886676876,
-      "f":0.8853211009
+      "p":0.8898240245,
+      "r":0.8905053599,
+      "f":0.8901645618
     },
     "advmod":{
-      "p":0.6761744966,
-      "r":0.6262626263,
-      "f":0.6502622025
+      "p":0.6593186373,
+      "r":0.6390831391,
+      "f":0.6490432038
     },
     "nsubj":{
-      "p":0.6622222222,
-      "r":0.6671641791,
-      "f":0.6646840149
+      "p":0.6545589325,
+      "r":0.6589552239,
+      "f":0.6567497211
     },
     "det":{
-      "p":0.8597246127,
-      "r":0.8345864662,
-      "f":0.8469690547
+      "p":0.8490808038,
+      "r":0.8295739348,
+      "f":0.8392140292
     },
     "nmod":{
-      "p":0.5877792978,
-      "r":0.5723801066,
-      "f":0.5799775028
+      "p":0.5724106324,
+      "r":0.5546181172,
+      "f":0.5633739287
     },
     "obj":{
-      "p":0.5925700365,
-      "r":0.6443708609,
-      "f":0.6173857868
+      "p":0.6081606218,
+      "r":0.6218543046,
+      "f":0.6149312377
     },
     "advcl":{
-      "p":0.6216216216,
-      "r":0.622244489,
-      "f":0.6219328993
+      "p":0.5722891566,
+      "r":0.6663326653,
+      "f":0.6157407407
     },
     "cc":{
-      "p":0.5249695493,
-      "r":0.6610429448,
-      "f":0.5852002716
+      "p":0.5161707633,
+      "r":0.6119631902,
+      "f":0.56
     },
     "conj":{
-      "p":0.6241032999,
-      "r":0.577689243,
-      "f":0.6
+      "p":0.5746164575,
+      "r":0.5471447543,
+      "f":0.5605442177
     },
     "amod":{
-      "p":0.2452830189,
-      "r":0.0896551724,
-      "f":0.1313131313
+      "p":0.24,
+      "r":0.0827586207,
+      "f":0.1230769231
     },
     "cop":{
-      "p":0.6206896552,
-      "r":0.6382978723,
-      "f":0.6293706294
+      "p":0.6241134752,
+      "r":0.6241134752,
+      "f":0.6241134752
     },
     "obl":{
-      "p":0.6191950464,
-      "r":0.5738880918,
-      "f":0.5956813105
+      "p":0.6376360809,
+      "r":0.5882352941,
+      "f":0.6119402985
     },
     "case":{
-      "p":0.8853727145,
-      "r":0.8724878725,
-      "f":0.8788830716
+      "p":0.8818624044,
+      "r":0.8794178794,
+      "f":0.8806384455
     },
     "xcomp":{
-      "p":0.3618290258,
-      "r":0.349328215,
-      "f":0.35546875
+      "p":0.3991416309,
+      "r":0.3570057582,
+      "f":0.376899696
     },
     "csubj":{
-      "p":0.2127659574,
-      "r":0.2564102564,
-      "f":0.2325581395
+      "p":0.5,
+      "r":0.4358974359,
+      "f":0.4657534247
     },
     "mark":{
-      "p":0.8179190751,
-      "r":0.8179190751,
-      "f":0.8179190751
+      "p":0.8402366864,
+      "r":0.8208092486,
+      "f":0.8304093567
     },
     "ccomp":{
-      "p":0.5377777778,
-      "r":0.4583333333,
-      "f":0.4948875256
-    },
-    "acl":{
-      "p":0.3047619048,
-      "r":0.2424242424,
-      "f":0.2700421941
+      "p":0.6648648649,
+      "r":0.4659090909,
+      "f":0.5478841871
     },
     "dep":{
       "p":0.0,
       "r":0.0,
       "f":0.0
     },
+    "acl":{
+      "p":0.36,
+      "r":0.2727272727,
+      "f":0.3103448276
+    },
     "iobj":{
-      "p":0.3424657534,
-      "r":0.2525252525,
-      "f":0.2906976744
+      "p":0.3917525773,
+      "r":0.3838383838,
+      "f":0.387755102
     },
     "discourse":{
-      "p":0.7142857143,
-      "r":0.7575757576,
-      "f":0.7352941176
+      "p":0.7419354839,
+      "r":0.696969697,
+      "f":0.71875
     },
     "vocative":{
-      "p":0.5428571429,
-      "r":0.4691358025,
-      "f":0.5033112583
+      "p":0.4615384615,
+      "r":0.3703703704,
+      "f":0.4109589041
     },
     "parataxis":{
-      "p":0.1818181818,
+      "p":0.2,
       "r":0.2222222222,
-      "f":0.2
+      "f":0.2105263158
     },
     "appos":{
-      "p":0.085106383,
-      "r":0.1379310345,
-      "f":0.1052631579
+      "p":0.1219512195,
+      "r":0.1724137931,
+      "f":0.1428571429
     },
     "nummod":{
-      "p":0.0416666667,
+      "p":0.1,
       "r":0.3333333333,
-      "f":0.0740740741
+      "f":0.1538461538
     }
   },
-  "lemma_acc":0.9155315951,
-  "speed":4213.5364349904
+  "lemma_acc":0.9159609742,
+  "speed":4487.7481716415
 }

config.cfg

@@ -52,6 +52,7 @@ subword_features = true
 [components.morphologizer]
 factory = "morphologizer"
 extend = false
+label_smoothing = 0.0
 overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
@@ -88,6 +89,7 @@ upstream = "tok2vec"
 
 [components.tagger]
 factory = "tagger"
+label_smoothing = 0.0
 neg_prefix = "!"
 overwrite = false
 scorer = {"@scorers":"spacy.tagger_scorer.v1"}

grc_perseus_lg-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bdd4a1c65fd7edc3157b60e82c8800277d4607972bac691bf14de9c975585721
-size 279295660
+oid sha256:e6bc99b25f0cf64399050e83aadb3c1709ae36e25a8f9d7d022c7a48a5ff3296
+size 279293334

lemmatizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:39e4bd7cc76a93e28df338b870437f588562b373304ed017c70e86372846d794
+oid sha256:27789bec48a44e7f4651d87d904d92a159e4769a5cdb3d249ba949e92ebf22cd
 size 24489602

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"grc",
   "name":"perseus_lg",
-  "version":"3.5.3",
+  "version":"3.6.0",
   "description":"",
   "author":"",
   "email":"",
   "url":"",
   "license":"",
-  "spacy_version":">=3.5.3,<3.6.0",
-  "spacy_git_version":"512241e12",
+  "spacy_version":">=3.6.0,<3.7.0",
+  "spacy_git_version":"6fc153a26",
   "vectors":{
     "width":300,
     "vectors":200000,
@@ -961,198 +961,198 @@
 
   ],
   "performance":{
-    "pos_acc":0.9372543705,
-    "morph_acc":0.8981998058,
+    "pos_acc":0.9388354339,
+    "morph_acc":0.8961217898,
     "morph_per_feat":{
       "Case":{
-        "p":0.9575865129,
-        "r":0.9517594144,
-        "f":0.9546640718
+        "p":0.9551815766,
+        "r":0.9510538848,
+        "f":0.9531132617
       },
       "Gender":{
-        "p":0.9187006302,
-        "r":0.9143992933,
-        "f":0.9165449152
+        "p":0.9176710386,
+        "r":0.9147526502,
+        "f":0.9162095204
       },
       "Number":{
-        "p":0.9770900623,
-        "r":0.9739442947,
-        "f":0.9755146425
+        "p":0.9778628246,
+        "r":0.9756663672,
+        "f":0.9767633611
       },
       "Degree":{
-        "p":0.6233766234,
-        "r":0.2823529412,
-        "f":0.3886639676
+        "p":0.5384615385,
+        "r":0.2470588235,
+        "f":0.3387096774
       },
       "Tense":{
-        "p":0.9025392987,
-        "r":0.9042888297,
-        "f":0.9034132171
+        "p":0.897865114,
+        "r":0.8967773201,
+        "f":0.8973208874
       },
       "VerbForm":{
-        "p":0.9736396614,
-        "r":0.9755270172,
-        "f":0.9745824256
+        "p":0.9745269287,
+        "r":0.9733462564,
+        "f":0.9739362347
       },
       "Voice":{
-        "p":0.946782777,
-        "r":0.9490785645,
-        "f":0.9479292807
+        "p":0.945375091,
+        "r":0.944228904,
+        "f":0.9448016499
       },
       "Aspect":{
-        "p":0.8759894459,
-        "r":0.8087697929,
-        "f":0.841038632
+        "p":0.8730569948,
+        "r":0.8209500609,
+        "f":0.8462021343
       },
       "Mood":{
-        "p":0.9270680372,
-        "r":0.9390183441,
-        "f":0.9330049261
+        "p":0.9277996071,
+        "r":0.936539415,
+        "f":0.9321490254
       },
       "Person":{
-        "p":0.943957115,
-        "r":0.9241412214,
-        "f":0.9339440694
+        "p":0.9438476562,
+        "r":0.9222328244,
+        "f":0.9329150579
       }
     },
-    "tag_acc":0.9429674971,
-    "dep_uas":0.7427243331,
-    "dep_las":0.6759631173,
+    "tag_acc":0.9418381406,
+    "dep_uas":0.7462060955,
+    "dep_las":0.6756388244,
     "dep_las_per_type":{
       "det":{
-        "p":0.8862685432,
-        "r":0.8658491267,
-        "f":0.8759398496
+        "p":0.8861573374,
+        "r":0.8706800446,
+        "f":0.8783505155
       },
       "advmod":{
-        "p":0.7145287513,
-        "r":0.6769825919,
-        "f":0.6952491309
+        "p":0.6887007489,
+        "r":0.6818181818,
+        "f":0.6852421837
       },
       "case":{
-        "p":0.9119822485,
-        "r":0.9160475483,
-        "f":0.9140103781
+        "p":0.9024211299,
+        "r":0.9138187221,
+        "f":0.9080841639
       },
       "nmod":{
-        "p":0.5823863636,
-        "r":0.552262931,
-        "f":0.5669247788
+        "p":0.5729822553,
+        "r":0.5393318966,
+        "f":0.5556480711
       },
       "cc":{
-        "p":0.6079295154,
-        "r":0.6699029126,
-        "f":0.6374133949
+        "p":0.6155988858,
+        "r":0.6436893204,
+        "f":0.6293308021
       },
       "conj":{
-        "p":0.6175637394,
-        "r":0.5891891892,
-        "f":0.6030428769
+        "p":0.6214689266,
+        "r":0.5945945946,
+        "f":0.6077348066
       },
       "csubj":{
-        "p":0.4054054054,
-        "r":0.2912621359,
-        "f":0.3389830508
+        "p":0.4637681159,
+        "r":0.3106796117,
+        "f":0.3720930233
       },
       "obl":{
-        "p":0.6044034091,
-        "r":0.6009887006,
-        "f":0.6026912181
+        "p":0.6196105702,
+        "r":0.6292372881,
+        "f":0.6243868255
       },
       "root":{
-        "p":0.8855895197,
-        "r":0.8918205805,
-        "f":0.888694128
+        "p":0.8870402802,
+        "r":0.890941073,
+        "f":0.8889863975
       },
       "cop":{
-        "p":0.6818181818,
-        "r":0.6890459364,
-        "f":0.6854130053
+        "p":0.65,
+        "r":0.6431095406,
+        "f":0.6465364121
       },
       "obj":{
-        "p":0.5670800451,
-        "r":0.646529563,
-        "f":0.6042042042
+        "p":0.6085343228,
+        "r":0.6323907455,
+        "f":0.6202332178
       },
       "acl":{
-        "p":0.3032786885,
+        "p":0.362745098,
         "r":0.2283950617,
-        "f":0.2605633803
+        "f":0.2803030303
       },
       "xcomp":{
-        "p":0.4141732283,
-        "r":0.3856304985,
-        "f":0.3993925588
+        "p":0.4114021572,
+        "r":0.3914956012,
+        "f":0.4012021037
       },
       "nsubj":{
-        "p":0.6595918367,
-        "r":0.6352201258,
-        "f":0.6471766119
+        "p":0.6713692946,
+        "r":0.6360062893,
+        "f":0.6532095277
       },
       "amod":{
-        "p":0.3333333333,
+        "p":0.2469135802,
         "r":0.1470588235,
-        "f":0.2040816327
+        "f":0.1843317972
       },
       "advcl":{
-        "p":0.5998225377,
-        "r":0.5888501742,
-        "f":0.5942857143
+        "p":0.5465742879,
+        "r":0.618466899,
+        "f":0.5803024111
       },
       "mark":{
-        "p":0.7624020888,
-        "r":0.8133704735,
-        "f":0.7870619946
+        "p":0.8150289017,
+        "r":0.7855153203,
+        "f":0.8
       },
       "iobj":{
-        "p":0.4318181818,
-        "r":0.2794117647,
-        "f":0.3392857143
-      },
-      "ccomp":{
-        "p":0.3820754717,
-        "r":0.3894230769,
-        "f":0.3857142857
+        "p":0.3888888889,
+        "r":0.3602941176,
+        "f":0.3740458015
       },
       "dep":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
-      "nummod":{
-        "p":0.2413793103,
-        "r":0.4375,
-        "f":0.3111111111
-      },
-      "vocative":{
-        "p":0.5,
-        "r":0.5217391304,
-        "f":0.5106382979
+      "ccomp":{
+        "p":0.4013157895,
+        "r":0.2932692308,
+        "f":0.3388888889
       },
       "appos":{
-        "p":0.1,
-        "r":0.08,
-        "f":0.0888888889
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
       },
       "parataxis":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
+      "nummod":{
+        "p":0.2,
+        "r":0.1875,
+        "f":0.1935483871
+      },
       "discourse":{
-        "p":0.8823529412,
-        "r":0.8823529412,
-        "f":0.8823529412
+        "p":0.9411764706,
+        "r":0.9411764706,
+        "f":0.9411764706
+      },
+      "vocative":{
+        "p":0.4782608696,
+        "r":0.4782608696,
+        "f":0.4782608696
       }
     },
-    "sents_p":0.9825327511,
-    "sents_r":0.9894459103,
-    "sents_f":0.985977213,
-    "lemma_acc":0.9788368154,
-    "tok2vec_loss":69239.8042737423,
-    "morphologizer_loss":1246.8738424778,
-    "tagger_loss":522.4041499092,
-    "parser_loss":15742.1677297733
+    "sents_p":0.9868651489,
+    "sents_r":0.9912049252,
+    "sents_f":0.9890302764,
+    "lemma_acc":0.9773461321,
+    "tok2vec_loss":68761.2009886586,
+    "morphologizer_loss":1140.2468731403,
+    "tagger_loss":412.2296842122,
+    "parser_loss":15639.3790108471
   },
   "requirements":[
 

morphologizer/cfg

@@ -1,5 +1,6 @@
 {
   "extend":false,
+  "label_smoothing":0.0,
   "labels_morph":{
     "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
     "POS=ADV":"",

parser/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:13cfb18ca4f2d53515c86c213e5f20868f70dfaca1c976f25147b359cfd1cd72
+oid sha256:d8fc558cea706a70aaf3608af29298542fe2ccbe9ba2bb8a40019843ad2ed093
 size 1787174

tagger/cfg

@@ -1,4 +1,5 @@
 {
+  "label_smoothing":0.0,
   "labels":[
     "---------",
     "--p---fa-",

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e64db7205aa7ea10eadf2c996adf29378ab3044307579d1435438eaf82e52570
+oid sha256:1d9f4fd7bd11ebb355078272033cdd1c546dc9de55ac6a411a2d3e724355a262
 size 35970008

vocab/strings.json

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0de656cd87b26fbc27769a617a87b62315b6acd3fb41ef03f4d4bf8300ef0fb9
-size 17713662
+oid sha256:42212c2535f6d094c557a958a13fb8a4ccb5d9fe67d2c959aa480acf4ab23196
+size 17704511

vocab/vectors.cfg

@@ -5,5 +5,6 @@
   "hash_count":2,
   "hash_seed":2166136261,
   "bow":"<",
-  "eow":">"
+  "eow":">",
+  "attr":65
 }