Update spaCy pipeline

README.md

@@ -14,49 +14,49 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9579788605
+      value: 0.9571539056
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9870585202
+      value: 0.9862335654
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9784491648
+      value: 0.9794824209
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9167694205
+      value: 0.9171804357
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.9441518606
+      value: 0.9435381233
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.9235307728
+      value: 0.9227477738
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9410348977
+      value: 0.9390681004
 ---
 ### Details: https://spacy.io/models/fr#fr_dep_news_trf
 
@@ -65,8 +65,8 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 | Feature | Description |
 | --- | --- |
 | **Name** | `fr_dep_news_trf` |
-| **Version** | `3.5.0` |
-| **spaCy** | `>=3.5.0,<3.6.0` |
+| **Version** | `3.6.1` |
+| **spaCy** | `>=3.6.0,<3.7.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -95,15 +95,15 @@ French transformer pipeline (camembert-base). Components: transformer, morpholog
 | `TOKEN_P` | 98.44 |
 | `TOKEN_R` | 98.96 |
 | `TOKEN_F` | 98.70 |
-| `POS_ACC` | 98.71 |
-| `MORPH_ACC` | 97.84 |
-| `MORPH_MICRO_P` | 99.36 |
-| `MORPH_MICRO_R` | 99.01 |
-| `MORPH_MICRO_F` | 99.19 |
-| `SENTS_P` | 93.32 |
-| `SENTS_R` | 94.90 |
-| `SENTS_F` | 94.10 |
-| `DEP_UAS` | 94.42 |
-| `DEP_LAS` | 92.35 |
-| `TAG_ACC` | 95.80 |
-| `LEMMA_ACC` | 91.68 |
+| `POS_ACC` | 98.62 |
+| `MORPH_ACC` | 97.95 |
+| `MORPH_MICRO_P` | 99.40 |
+| `MORPH_MICRO_R` | 99.09 |
+| `MORPH_MICRO_F` | 99.25 |
+| `SENTS_P` | 92.47 |
+| `SENTS_R` | 95.39 |
+| `SENTS_F` | 93.91 |
+| `DEP_UAS` | 94.35 |
+| `DEP_LAS` | 92.27 |
+| `TAG_ACC` | 95.72 |
+| `LEMMA_ACC` | 91.72 |

accuracy.json

@@ -3,36 +3,36 @@
   "token_p": 0.9844389844,
   "token_r": 0.9896058454,
   "token_f": 0.9870156531,
-  "pos_acc": 0.9870585202,
-  "morph_acc": 0.9784491648,
-  "morph_micro_p": 0.9936410884,
-  "morph_micro_r": 0.9900694529,
-  "morph_micro_f": 0.9918520553,
+  "pos_acc": 0.9862335654,
+  "morph_acc": 0.9794824209,
+  "morph_micro_p": 0.9940108782,
+  "morph_micro_r": 0.9909223833,
+  "morph_micro_f": 0.992464228,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9992673993,
-      "r": 0.995620438,
-      "f": 0.997440585
+      "p": 0.9992679356,
+      "r": 0.996350365,
+      "f": 0.9978070175
     },
     "Number": {
-      "p": 0.9957517547,
-      "r": 0.9924521355,
-      "f": 0.9940992071
+      "p": 0.9957572404,
+      "r": 0.9937407953,
+      "f": 0.9947479959
     },
     "PronType": {
-      "p": 0.999356085,
-      "r": 0.9929622521,
-      "f": 0.9961489089
+      "p": 0.9993564994,
+      "r": 0.9936020473,
+      "f": 0.9964709657
     },
     "Gender": {
-      "p": 0.9876859928,
-      "r": 0.9838998211,
-      "f": 0.9857892715
+      "p": 0.990223823,
+      "r": 0.9836442627,
+      "f": 0.9869230769
     },
     "Mood": {
-      "p": 0.9982206406,
-      "r": 0.9964476021,
-      "f": 0.9973333333
+      "p": 0.9964412811,
+      "r": 0.9946714032,
+      "f": 0.9955555556
     },
     "Person": {
       "p": 0.9962121212,
@@ -40,19 +40,19 @@
       "f": 0.9943289225
     },
     "Tense": {
-      "p": 0.9878296146,
-      "r": 0.9948927477,
-      "f": 0.9913486005
+      "p": 0.9878419453,
+      "r": 0.9959141982,
+      "f": 0.991861648
     },
     "VerbForm": {
-      "p": 0.9917491749,
+      "p": 0.9909315746,
       "r": 0.9950331126,
-      "f": 0.9933884298
+      "f": 0.9929781082
     },
     "NumType": {
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-      "r": 0.9249146758,
-      "f": 0.9592920354
+      "p": 0.9928315412,
+      "r": 0.9453924915,
+      "f": 0.9685314685
     },
     "Reflex": {
       "p": 1.0,
@@ -60,9 +60,9 @@
       "f": 1.0
     },
     "Voice": {
-      "p": 0.9652173913,
+      "p": 0.9568965517,
       "r": 0.9910714286,
-      "f": 0.9779735683
+      "f": 0.9736842105
     },
     "Poss": {
       "p": 1.0,
@@ -75,116 +75,116 @@
       "f": 1.0
     }
   },
-  "sents_p": 0.9331742243,
-  "sents_r": 0.9490291262,
-  "sents_f": 0.9410348977,
-  "dep_uas": 0.9441518606,
-  "dep_las": 0.9235307728,
+  "sents_p": 0.9247058824,
+  "sents_r": 0.9538834951,
+  "sents_f": 0.9390681004,
+  "dep_uas": 0.9435381233,
+  "dep_las": 0.9227477738,
   "dep_las_per_type": {
     "det": {
-      "p": 0.9879324216,
-      "r": 0.9911218725,
-      "f": 0.989524577
+      "p": 0.9903069467,
+      "r": 0.9895076675,
+      "f": 0.9899071457
     },
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       "r": 0.9518072289,
-      "f": 0.9472422062
+      "f": 0.9552599758
     },
     "aux:tense": {
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+      "p": 0.968503937,
       "r": 0.984,
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+      "f": 0.9761904762
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     "root": {
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-      "f": 0.9531812725
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+      "f": 0.9557945042
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     "obj": {
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+      "r": 0.9139465875,
+      "f": 0.9291101056
     },
     "cc": {
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+      "p": 0.9403669725,
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+      "f": 0.9425287356
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     "case": {
-      "p": 0.9863852961,
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-      "f": 0.986721144
+      "p": 0.9823609227,
+      "r": 0.9863760218,
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     "obl:mod": {
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     "nmod": {
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     "nummod": {
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     "amod": {
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     "acl": {
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+      "p": 0.8620689655,
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     "mark": {
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+      "p": 0.9688888889,
+      "r": 0.9603524229,
+      "f": 0.9646017699
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     "xcomp": {
-      "p": 0.898089172,
-      "r": 0.9337748344,
-      "f": 0.9155844156
+      "p": 0.9090909091,
+      "r": 0.9271523179,
+      "f": 0.9180327869
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     "flat:name": {
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-      "r": 0.980952381,
-      "f": 0.9581395349
+      "p": 0.9619047619,
+      "r": 0.9619047619,
+      "f": 0.9619047619
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     "cop": {
-      "p": 0.9555555556,
-      "r": 0.9555555556,
-      "f": 0.9555555556
+      "p": 0.9550561798,
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+      "f": 0.9497206704
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     "advmod": {
-      "p": 0.9483870968,
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+      "p": 0.9344262295,
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+      "f": 0.9134615385
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     "obl:arg": {
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-      "f": 0.8818181818
+      "p": 0.8873873874,
+      "r": 0.8954545455,
+      "f": 0.8914027149
     },
     "appos": {
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       "r": 0.6987951807,
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     "aux:pass": {
       "p": 0.9910714286,
@@ -192,59 +192,59 @@
       "f": 0.9910714286
     },
     "acl:relcl": {
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+      "f": 0.8538011696
     },
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       "r": 0.7179487179,
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+      "f": 0.7179487179
     },
     "fixed": {
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-      "f": 0.8510638298
+      "p": 0.9186046512,
+      "r": 0.79,
+      "f": 0.8494623656
     },
     "dep": {
-      "p": 0.253968254,
-      "r": 0.5517241379,
-      "f": 0.347826087
+      "p": 0.2537313433,
+      "r": 0.5862068966,
+      "f": 0.3541666667
     },
     "expl:subj": {
-      "p": 0.875,
+      "p": 0.8235294118,
       "r": 0.875,
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+      "f": 0.8484848485
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     "expl:comp": {
-      "p": 0.7368421053,
-      "r": 0.9333333333,
-      "f": 0.8235294118
+      "p": 0.7435897436,
+      "r": 0.9666666667,
+      "f": 0.8405797101
     },
     "expl:pass": {
-      "p": 0.5,
+      "p": 0.75,
       "r": 0.4285714286,
-      "f": 0.4615384615
+      "f": 0.5454545455
     },
     "obl:agent": {
-      "p": 0.95,
-      "r": 0.9047619048,
-      "f": 0.9268292683
+      "p": 0.8695652174,
+      "r": 0.9523809524,
+      "f": 0.9090909091
     },
     "ccomp": {
-      "p": 0.9411764706,
+      "p": 0.8888888889,
       "r": 0.9411764706,
-      "f": 0.9411764706
+      "f": 0.9142857143
     },
     "parataxis": {
-      "p": 0.6428571429,
+      "p": 0.75,
       "r": 0.6428571429,
-      "f": 0.6428571429
+      "f": 0.6923076923
     },
     "iobj": {
-      "p": 0.7894736842,
-      "r": 0.6,
-      "f": 0.6818181818
+      "p": 0.8,
+      "r": 0.64,
+      "f": 0.7111111111
     },
     "nsubj:caus": {
       "p": 0.0,
@@ -267,9 +267,9 @@
       "f": 0.0
     },
     "vocative": {
-      "p": 1.0,
+      "p": 0.7142857143,
       "r": 0.625,
-      "f": 0.7692307692
+      "f": 0.6666666667
     },
     "dislocated": {
       "p": 0.0,
@@ -277,9 +277,9 @@
       "f": 0.0
     },
     "flat:foreign": {
-      "p": 0.6666666667,
-      "r": 0.5714285714,
-      "f": 0.6153846154
+      "p": 0.75,
+      "r": 0.4285714286,
+      "f": 0.5454545455
     },
     "orphan": {
       "p": 0.0,
@@ -297,7 +297,7 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.9579788605,
-  "lemma_acc": 0.9167694205,
-  "speed": 2617.175124839
+  "tag_acc": 0.9571539056,
+  "lemma_acc": 0.9171804357,
+  "speed": 601.7641603853
 }

config.cfg

@@ -35,6 +35,7 @@ scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
 [components.morphologizer]
 factory = "morphologizer"
 extend = false
+label_smoothing = 0.0
 overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
@@ -78,8 +79,8 @@ max_batch_items = 4096
 set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
 
 [components.transformer.model]
-@architectures = "spacy-transformers.TransformerModel.v3"
 name = "camembert-base"
+@architectures = "spacy-transformers.TransformerModel.v3"
 mixed_precision = false
 
 [components.transformer.model.get_spans]

fr_dep_news_trf-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c670005de650a9d1c6360e59cff832f85af5392d6396f01421670a1e74e0ab8f
-size 400734236
+oid sha256:7632cf11044038b8428e50ebad9a022393ec8304e80379222ad839d28789895c
+size 400732603

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"fr",
   "name":"dep_news_trf",
-  "version":"3.5.0",
+  "version":"3.6.1",
   "description":"French transformer pipeline (camembert-base). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"LGPL-LR",
-  "spacy_version":">=3.5.0,<3.6.0",
-  "spacy_git_version":"9e0322de1",
+  "spacy_version":">=3.6.0,<3.7.0",
+  "spacy_git_version":"c067b5264",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -284,36 +284,36 @@
     "token_p":0.9844389844,
     "token_r":0.9896058454,
     "token_f":0.9870156531,
-    "pos_acc":0.9870585202,
-    "morph_acc":0.9784491648,
-    "morph_micro_p":0.9936410884,
-    "morph_micro_r":0.9900694529,
-    "morph_micro_f":0.9918520553,
+    "pos_acc":0.9862335654,
+    "morph_acc":0.9794824209,
+    "morph_micro_p":0.9940108782,
+    "morph_micro_r":0.9909223833,
+    "morph_micro_f":0.992464228,
     "morph_per_feat":{
       "Definite":{
-        "p":0.9992673993,
-        "r":0.995620438,
-        "f":0.997440585
+        "p":0.9992679356,
+        "r":0.996350365,
+        "f":0.9978070175
       },
       "Number":{
-        "p":0.9957517547,
-        "r":0.9924521355,
-        "f":0.9940992071
+        "p":0.9957572404,
+        "r":0.9937407953,
+        "f":0.9947479959
       },
       "PronType":{
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-        "r":0.9929622521,
-        "f":0.9961489089
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+        "r":0.9936020473,
+        "f":0.9964709657
       },
       "Gender":{
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-        "r":0.9838998211,
-        "f":0.9857892715
+        "p":0.990223823,
+        "r":0.9836442627,
+        "f":0.9869230769
       },
       "Mood":{
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-        "f":0.9973333333
+        "p":0.9964412811,
+        "r":0.9946714032,
+        "f":0.9955555556
       },
       "Person":{
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@@ -321,19 +321,19 @@
         "f":0.9943289225
       },
       "Tense":{
-        "p":0.9878296146,
-        "r":0.9948927477,
-        "f":0.9913486005
+        "p":0.9878419453,
+        "r":0.9959141982,
+        "f":0.991861648
       },
       "VerbForm":{
-        "p":0.9917491749,
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         "r":0.9950331126,
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       "NumType":{
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-        "f":0.9592920354
+        "p":0.9928315412,
+        "r":0.9453924915,
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       },
       "Reflex":{
         "p":1.0,
@@ -341,9 +341,9 @@
         "f":1.0
       },
       "Voice":{
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+        "p":0.9568965517,
         "r":0.9910714286,
-        "f":0.9779735683
+        "f":0.9736842105
       },
       "Poss":{
         "p":1.0,
@@ -356,116 +356,116 @@
         "f":1.0
       }
     },
-    "sents_p":0.9331742243,
-    "sents_r":0.9490291262,
-    "sents_f":0.9410348977,
-    "dep_uas":0.9441518606,
-    "dep_las":0.9235307728,
+    "sents_p":0.9247058824,
+    "sents_r":0.9538834951,
+    "sents_f":0.9390681004,
+    "dep_uas":0.9435381233,
+    "dep_las":0.9227477738,
     "dep_las_per_type":{
       "det":{
-        "p":0.9879324216,
-        "r":0.9911218725,
-        "f":0.989524577
+        "p":0.9903069467,
+        "r":0.9895076675,
+        "f":0.9899071457
       },
       "nsubj":{
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morphologizer/cfg

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