Update spaCy pipeline

.gitattributes

@@ -39,3 +39,4 @@ morphologizer/model filter=lfs diff=lfs merge=lfs -text
 parser/model filter=lfs diff=lfs merge=lfs -text
 transformer/model filter=lfs diff=lfs merge=lfs -text
 vocab/strings.json filter=lfs diff=lfs merge=lfs -text
+vocab/vectors filter=lfs diff=lfs merge=lfs -text

README.md

@@ -13,35 +13,35 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9821271609
+      value: 0.9852768825
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9811016701
+      value: 0.9845443891
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9390565485
+      value: 0.9417667741
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.966891298
+      value: 0.9656460592
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.8559185467
+      value: 0.8578962789
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
@@ -55,16 +55,16 @@ model-index:
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.6955280685
+      value: 0.7273612463
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `grc_proiel_trf` |
-| **Version** | `3.5.3` |
-| **spaCy** | `>=3.5.3,<3.6.0` |
+| **Version** | `3.6.0` |
+| **spaCy** | `>=3.6.0,<3.7.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `tagger`, `parser`, `senter`, `lemmatizer`, `attribute_ruler` |
 | **Components** | `transformer`, `morphologizer`, `tagger`, `parser`, `senter`, `lemmatizer`, `attribute_ruler` |
-| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
+| **Vectors** | -1 keys, 200000 unique vectors (300 dimensions) |
 | **Sources** | n/a |
 | **License** | n/a |
 | **Author** | [n/a]() |
@@ -87,17 +87,17 @@ model-index:
 
 | Type | Score |
 | --- | --- |
-| `POS_ACC` | 98.11 |
-| `MORPH_ACC` | 93.91 |
-| `TAG_ACC` | 98.21 |
-| `DEP_UAS` | 85.59 |
+| `POS_ACC` | 98.45 |
+| `MORPH_ACC` | 94.18 |
+| `TAG_ACC` | 98.53 |
+| `DEP_UAS` | 85.79 |
 | `DEP_LAS` | 82.30 |
-| `SENTS_P` | 67.50 |
-| `SENTS_R` | 71.74 |
-| `SENTS_F` | 69.55 |
-| `LEMMA_ACC` | 96.69 |
-| `TRANSFORMER_LOSS` | 1805484.27 |
-| `MORPHOLOGIZER_LOSS` | 332984.27 |
-| `TAGGER_LOSS` | 281293.80 |
-| `PARSER_LOSS` | 2539504.11 |
-| `SENTER_LOSS` | 2409406.81 |
+| `SENTS_P` | 72.17 |
+| `SENTS_R` | 73.31 |
+| `SENTS_F` | 72.74 |
+| `LEMMA_ACC` | 96.56 |
+| `TRANSFORMER_LOSS` | 1073869.67 |
+| `MORPHOLOGIZER_LOSS` | 10669.96 |
+| `TAGGER_LOSS` | 3055.26 |
+| `PARSER_LOSS` | 2280839.70 |
+| `SENTER_LOSS` | 2448545.61 |

accuracy.json

@@ -3,51 +3,51 @@
   "token_p":1.0,
   "token_r":1.0,
   "token_f":1.0,
-  "pos_acc":0.9794201592,
-  "morph_acc":0.9387111311,
-  "morph_micro_p":0.980821794,
-  "morph_micro_r":0.9804010116,
-  "morph_micro_f":0.9806113577,
+  "pos_acc":0.9824996245,
+  "morph_acc":0.9411897251,
+  "morph_micro_p":0.9815321323,
+  "morph_micro_r":0.9804461705,
+  "morph_micro_f":0.9809888509,
   "morph_per_feat":{
     "Case":{
-      "p":0.9874934176,
-      "r":0.9865842431,
-      "f":0.987038621
+      "p":0.988937179,
+      "r":0.9876364593,
+      "f":0.9882863912
     },
     "Gender":{
-      "p":0.9403991014,
-      "r":0.9436414269,
-      "f":0.9420174742
+      "p":0.9431442549,
+      "r":0.9458957698,
+      "f":0.9445180085
     },
     "Number":{
-      "p":0.9954887218,
-      "r":0.9944206009,
-      "f":0.9949543747
+      "p":0.9958091554,
+      "r":0.9943133047,
+      "f":0.9950606679
     },
     "Aspect":{
-      "p":0.9852320675,
-      "r":0.981779958,
-      "f":0.9835029835
+      "p":0.9838709677,
+      "r":0.9831814996,
+      "f":0.9835261129
     },
     "Mood":{
-      "p":0.9906651109,
-      "r":0.9889341875,
-      "f":0.9897988925
+      "p":0.9883245768,
+      "r":0.9860221316,
+      "f":0.9871720117
     },
     "Person":{
-      "p":0.9904543719,
-      "r":0.9863117871,
-      "f":0.9883787388
+      "p":0.990797546,
+      "r":0.9825095057,
+      "f":0.9866361207
     },
     "Tense":{
-      "p":0.9850146199,
-      "r":0.9835766423,
-      "f":0.9842951059
+      "p":0.9831871345,
+      "r":0.9817518248,
+      "f":0.9824689554
     },
     "VerbForm":{
-      "p":0.9963450292,
-      "r":0.9945275447,
-      "f":0.9954354574
+      "p":0.9974424552,
+      "r":0.9959868661,
+      "f":0.9967141292
     },
     "Voice":{
       "p":0.9773391813,
@@ -60,14 +60,14 @@
       "f":0.9862554475
     },
     "Degree":{
-      "p":0.9476372925,
-      "r":0.9712041885,
-      "f":0.9592760181
+      "p":0.9509043928,
+      "r":0.9633507853,
+      "f":0.9570871261
     },
     "Definite":{
-      "p":0.9944320713,
-      "r":0.9949860724,
-      "f":0.9947089947
+      "p":0.9949832776,
+      "r":0.9944289694,
+      "f":0.9947060463
     },
     "Reflex":{
       "p":1.0,
@@ -81,126 +81,126 @@
     },
     "Poss":{
       "p":1.0,
-      "r":1.0,
-      "f":1.0
+      "r":0.9230769231,
+      "f":0.96
     }
   },
-  "tag_acc":0.9804716839,
-  "sents_p":0.6654445463,
-  "sents_r":0.6934097421,
-  "sents_f":0.6791393826,
-  "dep_uas":0.8455760853,
-  "dep_las":0.8112513144,
+  "tag_acc":0.9825747334,
+  "sents_p":0.6873212583,
+  "sents_r":0.6886341929,
+  "sents_f":0.6879770992,
+  "dep_uas":0.8455009764,
+  "dep_las":0.8129788193,
   "dep_las_per_type":{
     "iobj":{
-      "p":0.7904328018,
-      "r":0.7940503432,
-      "f":0.7922374429
+      "p":0.8152424942,
+      "r":0.8077803204,
+      "f":0.8114942529
     },
     "root":{
-      "p":0.8350137489,
-      "r":0.8701050621,
-      "f":0.8521983162
+      "p":0.8551000953,
+      "r":0.8567335244,
+      "f":0.8559160305
     },
     "nsubj":{
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-      "r":0.8049327354,
-      "f":0.8126768534
+      "p":0.8157303371,
+      "r":0.8139013453,
+      "f":0.8148148148
     },
     "advmod":{
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-      "r":0.7291666667,
-      "f":0.7494646681
+      "p":0.7598828697,
+      "r":0.7208333333,
+      "f":0.7398431932
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     "advcl":{
       "p":0.75,
-      "r":0.7711442786,
-      "f":0.760425184
+      "r":0.7810945274,
+      "f":0.7652315191
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     "ccomp":{
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-      "f":0.6797385621
+      "p":0.6858974359,
+      "r":0.6604938272,
+      "f":0.6729559748
     },
     "discourse":{
-      "p":0.8557558946,
-      "r":0.84869326,
-      "f":0.8522099448
+      "p":0.8534246575,
+      "r":0.8569463549,
+      "f":0.8551818806
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     "obj":{
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-      "f":0.8713418001
+      "p":0.8644808743,
+      "r":0.8721058434,
+      "f":0.8682766191
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     "det":{
-      "p":0.9402722881,
-      "r":0.9394471259,
-      "f":0.9398595259
+      "p":0.9452780229,
+      "r":0.9398859149,
+      "f":0.9425742574
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     "nmod":{
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-      "r":0.7683397683,
-      "f":0.770571152
+      "p":0.7895791583,
+      "r":0.7606177606,
+      "f":0.7748279253
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     "cop":{
-      "p":0.7882882883,
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-      "f":0.8064516129
+      "p":0.7772727273,
+      "r":0.8066037736,
+      "f":0.7916666667
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     "appos":{
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-      "r":0.3353658537,
-      "f":0.3971119134
+      "p":0.5130434783,
+      "r":0.3597560976,
+      "f":0.4229390681
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     "case":{
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+      "p":0.9704880817,
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+      "f":0.9715909091
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     "acl":{
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-      "r":0.5914634146,
-      "f":0.6100628931
+      "p":0.5894039735,
+      "r":0.5426829268,
+      "f":0.5650793651
     },
     "mark":{
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-      "r":0.9027777778,
-      "f":0.8965517241
+      "p":0.8933333333,
+      "r":0.9305555556,
+      "f":0.9115646259
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     "obl":{
-      "p":0.7578419072,
-      "r":0.7587939698,
-      "f":0.7583176397
+      "p":0.7699876999,
+      "r":0.7864321608,
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     },
     "nsubj:pass":{
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-      "f":0.7772020725
+      "p":0.7920792079,
+      "r":0.8421052632,
+      "f":0.8163265306
     },
     "xcomp":{
-      "p":0.7179487179,
-      "r":0.7,
-      "f":0.7088607595
+      "p":0.7203389831,
+      "r":0.7083333333,
+      "f":0.7142857143
     },
     "cc":{
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-      "r":0.7198019802,
-      "f":0.7223050174
+      "p":0.7224975223,
+      "r":0.7217821782,
+      "f":0.7221396731
     },
     "conj":{
-      "p":0.6662337662,
-      "r":0.6662337662,
-      "f":0.6662337662
+      "p":0.6566579634,
+      "r":0.6532467532,
+      "f":0.6549479167
     },
     "dislocated":{
-      "p":0.5555555556,
-      "r":0.1785714286,
-      "f":0.2702702703
+      "p":0.2307692308,
+      "r":0.1071428571,
+      "f":0.1463414634
     },
     "amod":{
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-      "f":0.7892376682
+      "p":0.8027522936,
+      "r":0.8101851852,
+      "f":0.8064516129
     },
     "parataxis":{
       "p":0.0,
@@ -213,34 +213,34 @@
       "f":0.0
     },
     "orphan":{
-      "p":0.2105263158,
+      "p":0.2962962963,
       "r":0.2285714286,
-      "f":0.2191780822
+      "f":0.2580645161
     },
     "nummod":{
-      "p":0.875,
-      "r":0.9,
-      "f":0.8873239437
+      "p":0.8333333333,
+      "r":0.8571428571,
+      "f":0.8450704225
     },
-    "fixed":{
-      "p":0.7777777778,
-      "r":0.875,
-      "f":0.8235294118
+    "csubj:pass":{
+      "p":0.6,
+      "r":0.4285714286,
+      "f":0.5
     },
     "obl:agent":{
-      "p":0.75,
-      "r":0.5454545455,
-      "f":0.6315789474
-    },
-    "csubj:pass":{
-      "p":1.0,
-      "r":0.2857142857,
-      "f":0.4444444444
+      "p":0.6428571429,
+      "r":0.4090909091,
+      "f":0.5
     },
     "vocative":{
-      "p":0.7868852459,
+      "p":0.8421052632,
       "r":0.7868852459,
-      "f":0.7868852459
+      "f":0.813559322
+    },
+    "fixed":{
+      "p":0.75,
+      "r":0.75,
+      "f":0.75
     },
     "aux":{
       "p":0.0,
@@ -258,6 +258,6 @@
       "f":0.9230769231
     }
   },
-  "lemma_acc":0.9646237044,
-  "speed":1064.2582610019
+  "lemma_acc":0.9643232687,
+  "speed":1260.1395624501
 }

config.cfg

@@ -1,12 +1,12 @@
 [paths]
 train = "corpus/train/grc_proiel-ud-train.spacy"
 dev = "corpus/dev/grc_proiel-ud-dev.spacy"
-vectors = null
+vectors = "vectors/large"
 init_tok2vec = null
 
 [system]
 gpu_allocator = "pytorch"
-seed = 0
+seed = 1
 
 [nlp]
 lang = "grc"
@@ -51,19 +51,19 @@ subword_features = true
 [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"
+@architectures = "spacy.Tagger.v1"
 nO = null
-normalize = false
 
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy-transformers.TransformerListener.v1"
 grad_factor = 1.0
 pooling = {"@layers":"reduce_mean.v1"}
-upstream = "*"
+upstream = "transformer"
 
 [components.parser]
 factory = "parser"
@@ -86,7 +86,7 @@ nO = null
 @architectures = "spacy-transformers.TransformerListener.v1"
 grad_factor = 1.0
 pooling = {"@layers":"reduce_mean.v1"}
-upstream = "*"
+upstream = "transformer"
 
 [components.senter]
 factory = "senter"
@@ -110,20 +110,20 @@ subword_features = true
 
 [components.tagger]
 factory = "tagger"
+label_smoothing = 0.0
 neg_prefix = "!"
 overwrite = false
 scorer = {"@scorers":"spacy.tagger_scorer.v1"}
 
 [components.tagger.model]
-@architectures = "spacy.Tagger.v2"
+@architectures = "spacy.Tagger.v1"
 nO = null
-normalize = false
 
 [components.tagger.model.tok2vec]
 @architectures = "spacy-transformers.TransformerListener.v1"
 grad_factor = 1.0
 pooling = {"@layers":"reduce_mean.v1"}
-upstream = "*"
+upstream = "transformer"
 
 [components.transformer]
 factory = "transformer"
@@ -177,7 +177,7 @@ max_epochs = 0
 max_steps = 20000
 eval_frequency = 200
 frozen_components = ["lemmatizer"]
-annotating_components = []
+annotating_components = ["lemmatizer"]
 before_to_disk = null
 before_update = null
 

grc_proiel_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a5f50028ae2e0dc052a6c7e6891d1ce4977ae81cd19f413075c0d2fd984188cf
-size 448766207
+oid sha256:37e1947146c2f6560f3dfc53e527fea434c6b33b3bfe358380e5741dbf64ce0a
+size 666859704

lemmatizer/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7943319b989596449853f63213d3598cab16ee8576e94756e1406f352f95469c
+oid sha256:47c2c081c979e7cb5953f63ec0f8c30fb603c65e6cb7315730d37776e684fa40
 size 24263260

meta.json

@@ -1,19 +1,19 @@
 {
   "lang":"grc",
   "name":"proiel_trf",
-  "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":0,
-    "vectors":0,
-    "keys":0,
-    "name":null
+    "width":300,
+    "vectors":200000,
+    "keys":-1,
+    "name":"grc_pipeline.vectors"
   },
   "labels":{
     "transformer":[
@@ -1134,73 +1134,73 @@
 
   ],
   "performance":{
-    "pos_acc":0.9811016701,
-    "morph_acc":0.9390565485,
+    "pos_acc":0.9845443891,
+    "morph_acc":0.9417667741,
     "morph_per_feat":{
       "Case":{
-        "p":0.9864796563,
-        "r":0.9852347299,
-        "f":0.9858568001
+        "p":0.9865992415,
+        "r":0.9848561333,
+        "f":0.9857269168
       },
       "Gender":{
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-        "f":0.9420446593
+        "p":0.9410943253,
+        "r":0.9458976649,
+        "f":0.9434898816
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       "Number":{
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+        "p":0.9962717481,
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       "Person":{
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+        "p":0.9933382679,
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+        "f":0.9920532249
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       "PronType":{
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-        "f":0.9887713588
+        "p":0.9921722114,
+        "r":0.9876623377,
+        "f":0.989912138
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       "Polarity":{
         "p":1.0,
-        "r":0.9844559585,
-        "f":0.9921671018
+        "r":0.9792746114,
+        "f":0.9895287958
       },
       "Aspect":{
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+        "p":0.9931389365,
         "r":0.9858115778,
-        "f":0.9883357041
+        "f":0.9894616918
       },
       "Mood":{
-        "p":0.9902467011,
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-        "f":0.9891117479
+        "p":0.9914089347,
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       },
       "Tense":{
-        "p":0.9903780069,
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+        "p":0.9893543956,
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       },
       "VerbForm":{
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+        "p":0.9965671129,
         "r":0.9965671129,
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+        "f":0.9965671129
       },
       "Voice":{
-        "p":0.9817869416,
-        "r":0.9814496737,
-        "f":0.9816182786
+        "p":0.9821428571,
+        "r":0.9824802473,
+        "f":0.9823115233
       },
       "Degree":{
-        "p":0.960916442,
-        "r":0.9583333333,
-        "f":0.9596231494
+        "p":0.9752747253,
+        "r":0.9543010753,
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morphologizer/cfg

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 {
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tagger/cfg

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vocab/vectors.cfg

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