Update spaCy pipeline

Browse files

Files changed (11) hide show

README.md +31 -31
accuracy.json +104 -104
attribute_ruler/patterns +0 -0
config.cfg +8 -6
meta.json +107 -111
mk_core_news_md-any-py3-none-any.whl +2 -2
morphologizer/model +2 -2
ner/model +2 -2
parser/model +2 -2
senter/model +2 -2
tokenizer +2 -2

README.md CHANGED Viewed

@@ -14,40 +14,41 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7643478261
     - name: NER Recall
       type: recall
-      value: 0.7480851064
     - name: NER F Score
       type: f_score
-      value: 0.7561290323
   - task:
-      name: SENTER
       type: token-classification
     metrics:
-    - name: SENTER Precision
-      type: precision
-      value: 0.8125
-    - name: SENTER Recall
-      type: recall
-      value: 0.6753246753
-    - name: SENTER F Score
-      type: f_score
-      value: 0.7375886525
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Unlabeled Dependencies Accuracy
-      type: accuracy
-      value: 0.700686948
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Labeled Dependencies Accuracy
-      type: accuracy
-      value: 0.700686948
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_md
@@ -56,8 +57,8 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_md` |
-| **Version** | `3.2.0` |
-| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 274587 keys, 20000 unique vectors (300 dimensions) |
@@ -69,13 +70,12 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 <details>
-<summary>View label scheme (55 labels for 4 components)</summary>
 | Component | Labels |
 | --- | --- |
 | **`morphologizer`** | `POS=PROPN`, `POS=AUX`, `POS=ADJ`, `POS=NOUN`, `POS=ADP`, `POS=PUNCT`, `POS=CONJ`, `POS=NUM`, `POS=VERB`, `POS=PRON`, `POS=ADV`, `POS=SCONJ`, `POS=PART`, `POS=SYM`, `POS=X`, `_`, `POS=INTJ` |
 | **`parser`** | `ROOT`, `advmod`, `att`, `aux`, `cc`, `dep`, `det`, `dobj`, `iobj`, `neg`, `nsubj`, `pobj`, `poss`, `pozm`, `pozv`, `prep`, `punct`, `relcl` |
-| **`senter`** | `I`, `S` |
 | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
 </details>
@@ -88,12 +88,12 @@ Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | `TOKEN_P` | 100.00 |
 | `TOKEN_R` | 100.00 |
 | `TOKEN_F` | 100.00 |
-| `SENTS_P` | 81.25 |
 | `SENTS_R` | 67.53 |
-| `SENTS_F` | 73.76 |
-| `DEP_UAS` | 70.07 |
-| `DEP_LAS` | 53.19 |
-| `ENTS_P` | 76.43 |
-| `ENTS_R` | 74.81 |
-| `ENTS_F` | 75.61 |
-| `POS_ACC` | 93.07 |

     metrics:
     - name: NER Precision
       type: precision
+      value: 0.7543402778
     - name: NER Recall
       type: recall
+      value: 0.7395744681
     - name: NER F Score
       type: f_score
+      value: 0.7468844005
   - task:
+      name: POS
       type: token-classification
     metrics:
+    - name: POS (UPOS) Accuracy
+      type: accuracy
+      value: 0.9309414621
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.6916256158
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.5300492611
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.7123287671
 ---
 ### Details: https://spacy.io/models/mk#mk_core_news_md
 | Feature | Description |
 | --- | --- |
 | **Name** | `mk_core_news_md` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
 | **Default Pipeline** | `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Components** | `morphologizer`, `parser`, `senter`, `attribute_ruler`, `lemmatizer`, `ner` |
 | **Vectors** | 274587 keys, 20000 unique vectors (300 dimensions) |
 <details>
+<summary>View label scheme (53 labels for 3 components)</summary>
 | Component | Labels |
 | --- | --- |
 | **`morphologizer`** | `POS=PROPN`, `POS=AUX`, `POS=ADJ`, `POS=NOUN`, `POS=ADP`, `POS=PUNCT`, `POS=CONJ`, `POS=NUM`, `POS=VERB`, `POS=PRON`, `POS=ADV`, `POS=SCONJ`, `POS=PART`, `POS=SYM`, `POS=X`, `_`, `POS=INTJ` |
 | **`parser`** | `ROOT`, `advmod`, `att`, `aux`, `cc`, `dep`, `det`, `dobj`, `iobj`, `neg`, `nsubj`, `pobj`, `poss`, `pozm`, `pozv`, `prep`, `punct`, `relcl` |
 | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
 </details>
 | `TOKEN_P` | 100.00 |
 | `TOKEN_R` | 100.00 |
 | `TOKEN_F` | 100.00 |
+| `SENTS_P` | 75.36 |
 | `SENTS_R` | 67.53 |
+| `SENTS_F` | 71.23 |
+| `DEP_UAS` | 69.16 |
+| `DEP_LAS` | 53.00 |
+| `ENTS_P` | 75.43 |
+| `ENTS_R` | 73.96 |
+| `ENTS_F` | 74.69 |
+| `POS_ACC` | 93.09 |

accuracy.json CHANGED Viewed

@@ -3,36 +3,36 @@
   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
-  "sents_p": 0.8125,
   "sents_r": 0.6753246753,
-  "sents_f": 0.7375886525,
-  "dep_uas": 0.700686948,
-  "dep_las": 0.5318940137,
   "dep_las_per_type": {
     "nsubj": {
-      "p": 0.7297297297,
-      "r": 0.7105263158,
-      "f": 0.72
     },
     "root": {
-      "p": 0.8125,
-      "r": 0.7428571429,
-      "f": 0.776119403
     },
     "cc": {
-      "p": 0.8181818182,
-      "r": 0.6428571429,
-      "f": 0.72
     },
     "relcl": {
-      "p": 0.4074074074,
-      "r": 0.4230769231,
-      "f": 0.4150943396
     },
     "pozm": {
-      "p": 0.8333333333,
-      "r": 0.4545454545,
-      "f": 0.5882352941
     },
     "poss": {
       "p": 0.0,
@@ -40,14 +40,14 @@
       "f": 0.0
     },
     "aux": {
-      "p": 0.6111111111,
-      "r": 0.6666666667,
-      "f": 0.6376811594
     },
     "prep": {
-      "p": 0.6875,
-      "r": 0.7333333333,
-      "f": 0.7096774194
     },
     "iobj": {
       "p": 0.0,
@@ -55,9 +55,9 @@
       "f": 0.0
     },
     "pozv": {
-      "p": 0.2,
-      "r": 0.1333333333,
-      "f": 0.16
     },
     "quantmod": {
       "p": 0.0,
@@ -65,9 +65,9 @@
       "f": 0.0
     },
     "att": {
-      "p": 0.693877551,
-      "r": 0.6538461538,
-      "f": 0.6732673267
     },
     "det": {
       "p": 0.0,
@@ -80,29 +80,29 @@
       "f": 0.0
     },
     "dep": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
     },
     "dobj": {
-      "p": 0.40625,
-      "r": 0.4333333333,
-      "f": 0.4193548387
     },
     "ppdo": {
-      "p": 0.625,
-      "r": 0.3333333333,
-      "f": 0.4347826087
     },
     "neg": {
-      "p": 0.6363636364,
-      "r": 0.6363636364,
-      "f": 0.6363636364
     },
     "pobj": {
-      "p": 0.425,
-      "r": 0.53125,
-      "f": 0.4722222222
     },
     "mwe": {
       "p": 0.0,
@@ -114,16 +114,16 @@
       "r": 0.0,
       "f": 0.0
     },
-    "appos": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
-    },
     "advmod": {
       "p": 0.3333333333,
       "r": 0.5,
       "f": 0.4
     },
     "advcl": {
       "p": 0.0,
       "r": 0.0,
@@ -160,90 +160,90 @@
       "f": 0.0
     }
   },
-  "speed": 2294.6132988248,
-  "ents_p": 0.7643478261,
-  "ents_r": 0.7480851064,
-  "ents_f": 0.7561290323,
   "ents_per_type": {
-    "ORG": {
-      "p": 0.5409836066,
-      "r": 0.6734693878,
-      "f": 0.6
-    },
     "GPE": {
-      "p": 0.8718535469,
-      "r": 0.8985849057,
-      "f": 0.8850174216
     },
     "LOC": {
-      "p": 0.8305084746,
-      "r": 0.5632183908,
-      "f": 0.6712328767
     },
     "QUANTITY": {
       "p": 0.7142857143,
-      "r": 0.6097560976,
-      "f": 0.6578947368
     },
     "CARDINAL": {
-      "p": 0.7040816327,
-      "r": 0.7340425532,
-      "f": 0.71875
     },
     "NORP": {
-      "p": 0.4666666667,
-      "r": 0.4307692308,
-      "f": 0.448
-    },
-    "DATE": {
-      "p": 0.7887323944,
-      "r": 0.7887323944,
-      "f": 0.7887323944
     },
     "PERSON": {
-      "p": 0.8255033557,
-      "r": 0.82,
-      "f": 0.8227424749
     },
-    "FAC": {
-      "p": 0.1666666667,
-      "r": 0.1,
-      "f": 0.125
     },
     "MONEY": {
-      "p": 0.6666666667,
-      "r": 1.0,
-      "f": 0.8
     },
     "ORDINAL": {
-      "p": 0.5,
-      "r": 0.5454545455,
-      "f": 0.5217391304
     },
     "PERCENT": {
-      "p": 1.0,
       "r": 1.0,
-      "f": 1.0
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "WORK_OF_ART": {
-      "p": 0.5625,
-      "r": 0.4390243902,
-      "f": 0.4931506849
     },
     "TIME": {
-      "p": 0.5714285714,
-      "r": 0.6666666667,
-      "f": 0.6153846154
     },
     "EVENT": {
-      "p": 0.5789473684,
       "r": 0.6470588235,
-      "f": 0.6111111111
     },
     "LAW": {
       "p": 0.0,
@@ -256,5 +256,5 @@
       "f": 0.0
     }
   },
-  "pos_acc": 0.9306717022
 }

   "token_p": 1.0,
   "token_r": 1.0,
   "token_f": 1.0,
+  "sents_p": 0.7536231884,
   "sents_r": 0.6753246753,
+  "sents_f": 0.7123287671,
+  "dep_uas": 0.6916256158,
+  "dep_las": 0.5300492611,
   "dep_las_per_type": {
     "nsubj": {
+      "p": 0.6046511628,
+      "r": 0.6842105263,
+      "f": 0.6419753086
     },
     "root": {
+      "p": 0.7971014493,
+      "r": 0.7857142857,
+      "f": 0.7913669065
     },
     "cc": {
+      "p": 0.875,
+      "r": 0.5,
+      "f": 0.6363636364
     },
     "relcl": {
+      "p": 0.4444444444,
+      "r": 0.4615384615,
+      "f": 0.4528301887
     },
     "pozm": {
+      "p": 1.0,
+      "r": 0.3636363636,
+      "f": 0.5333333333
     },
     "poss": {
       "p": 0.0,
       "f": 0.0
     },
     "aux": {
+      "p": 0.6,
+      "r": 0.6363636364,
+      "f": 0.6176470588
     },
     "prep": {
+      "p": 0.7142857143,
+      "r": 0.75,
+      "f": 0.7317073171
     },
     "iobj": {
       "p": 0.0,
       "f": 0.0
     },
     "pozv": {
+      "p": 0.1428571429,
+      "r": 0.0666666667,
+      "f": 0.0909090909
     },
     "quantmod": {
       "p": 0.0,
       "f": 0.0
     },
     "att": {
+      "p": 0.7872340426,
+      "r": 0.7115384615,
+      "f": 0.7474747475
     },
     "det": {
       "p": 0.0,
       "f": 0.0
     },
     "dep": {
+      "p": 0.0153846154,
+      "r": 0.3333333333,
+      "f": 0.0294117647
     },
     "dobj": {
+      "p": 0.4576271186,
+      "r": 0.45,
+      "f": 0.4537815126
     },
     "ppdo": {
+      "p": 0.5714285714,
+      "r": 0.2666666667,
+      "f": 0.3636363636
     },
     "neg": {
+      "p": 0.5555555556,
+      "r": 0.4545454545,
+      "f": 0.5
     },
     "pobj": {
+      "p": 0.4210526316,
+      "r": 0.5,
+      "f": 0.4571428571
     },
     "mwe": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
     "advmod": {
       "p": 0.3333333333,
       "r": 0.5,
       "f": 0.4
     },
+    "appos": {
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
+    },
     "advcl": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     }
   },
+  "speed": 2181.9209832256,
+  "ents_p": 0.7543402778,
+  "ents_r": 0.7395744681,
+  "ents_f": 0.7468844005,
   "ents_per_type": {
     "GPE": {
+      "p": 0.8643678161,
+      "r": 0.8867924528,
+      "f": 0.8754365541
     },
     "LOC": {
+      "p": 0.7246376812,
+      "r": 0.5747126437,
+      "f": 0.641025641
     },
     "QUANTITY": {
+      "p": 0.7435897436,
+      "r": 0.7073170732,
+      "f": 0.725
+    },
+    "DATE": {
       "p": 0.7142857143,
+      "r": 0.7042253521,
+      "f": 0.7092198582
     },
     "CARDINAL": {
+      "p": 0.6930693069,
+      "r": 0.7446808511,
+      "f": 0.7179487179
     },
     "NORP": {
+      "p": 0.5192307692,
+      "r": 0.4153846154,
+      "f": 0.4615384615
     },
     "PERSON": {
+      "p": 0.7756410256,
+      "r": 0.8066666667,
+      "f": 0.7908496732
     },
+    "ORG": {
+      "p": 0.5666666667,
+      "r": 0.693877551,
+      "f": 0.623853211
     },
     "MONEY": {
+      "p": 1.0,
+      "r": 0.5,
+      "f": 0.6666666667
     },
     "ORDINAL": {
+      "p": 0.5384615385,
+      "r": 0.6363636364,
+      "f": 0.5833333333
     },
     "PERCENT": {
+      "p": 0.9411764706,
       "r": 1.0,
+      "f": 0.9696969697
+    },
+    "WORK_OF_ART": {
+      "p": 0.7,
+      "r": 0.512195122,
+      "f": 0.5915492958
     },
     "LANGUAGE": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
+    "FAC": {
+      "p": 0.0833333333,
+      "r": 0.05,
+      "f": 0.0625
     },
     "TIME": {
+      "p": 1.0,
+      "r": 0.8333333333,
+      "f": 0.9090909091
     },
     "EVENT": {
+      "p": 0.6111111111,
       "r": 0.6470588235,
+      "f": 0.6285714286
     },
     "LAW": {
       "p": 0.0,
       "f": 0.0
     }
   },
+  "pos_acc": 0.9309414621
 }

attribute_ruler/patterns CHANGED Viewed

Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ

config.cfg CHANGED Viewed

@@ -39,8 +39,9 @@ overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
 nO = null
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
@@ -49,7 +50,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.morphologizer.model.tok2vec.encode:width}
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 [components.morphologizer.model.tok2vec.encode]
@@ -82,7 +83,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
@@ -116,7 +117,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,2500,2500,2500,100]
 include_static_vectors = true
 [components.parser.model.tok2vec.encode]
@@ -132,8 +133,9 @@ overwrite = false
 scorer = {"@scorers":"spacy.senter_scorer.v1"}
 [components.senter.model]
-@architectures = "spacy.Tagger.v1"
 nO = null
 [components.senter.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
@@ -179,7 +181,7 @@ dropout = 0.1
 accumulate_gradient = 1
 patience = 5000
 max_epochs = 0
-max_steps = 0
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null

 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.morphologizer.model.tok2vec.encode:width}
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 [components.morphologizer.model.tok2vec.encode]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 [components.ner.model.tok2vec.encode]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = true
 [components.parser.model.tok2vec.encode]
 scorer = {"@scorers":"spacy.senter_scorer.v1"}
 [components.senter.model]
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 [components.senter.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
 accumulate_gradient = 1
 patience = 5000
 max_epochs = 0
+max_steps = 100000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null

meta.json CHANGED Viewed

@@ -1,14 +1,14 @@
 {
   "lang":"mk",
   "name":"core_news_md",
-  "version":"3.2.0",
   "description":"Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"CC BY-SA 4.0",
-  "spacy_version":">=3.2.0,<3.3.0",
-  "spacy_git_version":"bb26550e2",
   "vectors":{
     "width":300,
     "vectors":20000,
@@ -55,10 +55,6 @@
       "punct",
       "relcl"
     ],
-    "senter":[
-      "I",
-      "S"
-    ],
     "attribute_ruler":[
     ],
@@ -109,36 +105,36 @@
     "token_p":1.0,
     "token_r":1.0,
     "token_f":1.0,
-    "sents_p":0.8125,
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