Jacobo commited on Jan 26

Commit

6253532

•

1 Parent(s): 8ef62f0

Update spaCy pipeline

Browse files

Files changed (18) hide show

README.md +42 -24
accuracy.json +118 -114
config.cfg +35 -9
grc_perseus_sm-any-py3-none-any.whl +2 -2
lemmatizer/cfg +0 -0
lemmatizer/model +1 -1
lemmatizer/trees +2 -2
meta.json +154 -119
morphologizer/model +0 -0
ner/cfg +13 -0
ner/model +0 -0
ner/moves +1 -0
parser/model +2 -2
parser/moves +1 -1
tagger/model +0 -0
tok2vec/model +1 -1
tokenizer +2 -2
vocab/strings.json +2 -2

README.md CHANGED Viewed

@@ -7,63 +7,76 @@ language:
 model-index:
 - name: grc_perseus_sm
   results:
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.895328876
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.8915542906
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.8344251186
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9732806324
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.659948986
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.5802671785
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9851138354
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `grc_perseus_sm` |
-| **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** | 0 keys, 0 unique vectors (0 dimensions) |
 | **Sources** | n/a |
 | **License** | n/a |
@@ -87,16 +100,21 @@ model-index:
 | Type | Score |
 | --- | --- |
-| `POS_ACC` | 89.16 |
-| `MORPH_ACC` | 83.44 |
-| `TAG_ACC` | 89.53 |
-| `DEP_UAS` | 65.99 |
-| `DEP_LAS` | 58.03 |
-| `SENTS_P` | 98.08 |
-| `SENTS_R` | 98.94 |
-| `SENTS_F` | 98.51 |
-| `LEMMA_ACC` | 97.33 |
-| `TOK2VEC_LOSS` | 3658834.70 |
-| `MORPHOLOGIZER_LOSS` | 154041.87 |
-| `TAGGER_LOSS` | 65232.41 |
-| `PARSER_LOSS` | 1540508.40 |

 model-index:
 - name: grc_perseus_sm
   results:
+  - task:
+      name: NER
+      type: token-classification
+    metrics:
+    - name: NER Precision
+      type: precision
+      value: 0.9176029963
+    - name: NER Recall
+      type: recall
+      value: 0.9007352941
+    - name: NER F Score
+      type: f_score
+      value: 0.9090909091
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
+      value: 0.8882363571
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.8861783109
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
+      value: 0.8206541381
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
+      value: 0.9720158103
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
+      value: 0.6284243984
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
+      value: 0.5479037385
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
+      value: 0.9789315275
 ---
 | Feature | Description |
 | --- | --- |
 | **Name** | `grc_perseus_sm` |
+| **Version** | `3.7` |
+| **spaCy** | `>=3.7.2,<3.8.0` |
+| **Default Pipeline** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
+| **Components** | `tok2vec`, `morphologizer`, `tagger`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | **Sources** | n/a |
 | **License** | n/a |
 | Type | Score |
 | --- | --- |
+| `POS_ACC` | 62.98 |
+| `MORPH_ACC` | 55.76 |
+| `TAG_ACC` | 62.11 |
+| `DEP_UAS` | 40.76 |
+| `DEP_LAS` | 30.82 |
+| `SENTS_P` | 74.67 |
+| `SENTS_R` | 85.58 |
+| `SENTS_F` | 79.75 |
+| `LEMMA_ACC` | 97.20 |
+| `ENTS_F` | 0.00 |
+| `ENTS_P` | 0.00 |
+| `ENTS_R` | 0.00 |
+| `ENTS_PER_TYPE` | 0.00 |
+| `TOK2VEC_LOSS` | 8211614.18 |
+| `MORPHOLOGIZER_LOSS` | 12275264.88 |
+| `TAGGER_LOSS` | 10186789.63 |
+| `PARSER_LOSS` | 14660376.59 |
+| `NER_LOSS` | 0.00 |

accuracy.json CHANGED Viewed

@@ -3,154 +3,154 @@
   "token_p":0.9983307102,
   "token_r":0.9987117706,
   "token_f":0.998521204,
-  "pos_acc":0.8699324727,
-  "morph_acc":0.8186026534,
-  "morph_micro_p":0.8806058222,
-  "morph_micro_r":0.8702159504,
-  "morph_micro_f":0.8753800581,
   "morph_per_feat":{
     "Mood":{
-      "p":0.8717201166,
-      "r":0.870029098,
-      "f":0.8708737864
     },
     "Number":{
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-      "r":0.9336020688,
-      "f":0.9377745521
     },
     "Person":{
-      "p":0.8788172564,
-      "r":0.843255814,
-      "f":0.8606693568
     },
     "Tense":{
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-      "r":0.7655579399,
-      "f":0.7692722372
     },
     "VerbForm":{
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-      "f":0.8867313916
     },
     "Voice":{
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-      "f":0.8671969799
     },
     "Case":{
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     },
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       "r":0.676035503,
-      "f":0.6945288754
     },
     "Degree":{
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-      "f":0.1791044776
     }
   },
-  "tag_acc":0.8736548235,
-  "sents_p":0.9710365854,
-  "sents_r":0.9754977029,
-  "sents_f":0.9732620321,
-  "dep_uas":0.6399031347,
-  "dep_las":0.5625807146,
   "dep_las_per_type":{
     "root":{
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     "advmod":{
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-      "f":0.8209576683
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     "xcomp":{
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-      "r":0.2667946257,
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     "dep":{
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@@ -158,41 +158,45 @@
       "f":0.0
     },
     "acl":{
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       "r":0.7272727273,
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     "nummod":{
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       "r":0.3333333333,
-      "f":0.1052631579
     }
   },
-  "lemma_acc":0.8996445695,
-  "speed":5487.9074486941
 }

   "token_p":0.9983307102,
   "token_r":0.9987117706,
   "token_f":0.998521204,
+  "pos_acc":0.8696938605,
+  "morph_acc":0.8123508638,
+  "morph_micro_p":0.8782718137,
+  "morph_micro_r":0.8680972651,
+  "morph_micro_f":0.8731549004,
   "morph_per_feat":{
     "Mood":{
+      "p":0.8670212766,
+      "r":0.8695441319,
+      "f":0.8682808717
     },
     "Number":{
+      "p":0.9477284957,
+      "r":0.9377091573,
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     "Person":{
+      "p":0.876626506,
+      "r":0.8460465116,
+      "f":0.8610650888
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     "Tense":{
+      "p":0.7702300406,
+      "r":0.7634120172,
+      "f":0.7668058736
     },
     "VerbForm":{
+      "p":0.8928281461,
+      "r":0.8858754028,
+      "f":0.8893381857
     },
     "Voice":{
+      "p":0.8725304465,
+      "r":0.864806867,
+      "f":0.8686514886
     },
     "Case":{
+      "p":0.8953382084,
+      "r":0.8839454923,
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     "Gender":{
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+      "f":0.8267770249
     },
     "Aspect":{
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     "Degree":{
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+  "tag_acc":0.8695506932,
+  "sents_p":0.9739063699,
+  "sents_r":0.971669219,
+  "sents_f":0.9727865082,
+  "dep_uas":0.607959584,
+  "dep_las":0.5265364254,
   "dep_las_per_type":{
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     "nummod":{
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   },
+  "lemma_acc":0.9004079101,
+  "ents_p":null,
+  "ents_r":null,
+  "ents_f":null,
+  "ents_per_type":null,
+  "speed":6307.2880316188
 }

config.cfg CHANGED Viewed

@@ -1,6 +1,6 @@
 [paths]
-train = "corpus/train/grc_perseus-ud-train.spacy"
-dev = "corpus/dev/grc_perseus-ud-dev.spacy"
 vectors = null
 init_tok2vec = null
@@ -10,13 +10,14 @@ seed = 0
 [nlp]
 lang = "grc"
-pipeline = ["tok2vec","morphologizer","tagger","parser","lemmatizer","attribute_ruler"]
 batch_size = 128
 disabled = []
 before_creation = null
 after_creation = null
 after_pipeline_creation = null
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 [components]
@@ -65,6 +66,27 @@ normalize = false
 width = ${components.tok2vec.model.encode.width}
 upstream = "tok2vec"
 [components.parser]
 factory = "parser"
 learn_tokens = false
@@ -192,17 +214,21 @@ eps = 0.00000001
 learn_rate = 0.001
 [training.score_weights]
-pos_acc = 0.06
-morph_acc = 0.06
 morph_per_feat = null
-tag_acc = 0.12
-dep_uas = 0.06
-dep_las = 0.06
 dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = null
-lemma_acc = 0.64
 [pretraining]

 [paths]
+train = "corpus/ud/perseus/train"
+dev = "corpus/ud/perseus/dev"
 vectors = null
 init_tok2vec = null
 [nlp]
 lang = "grc"
+pipeline = ["tok2vec","morphologizer","tagger","parser","lemmatizer","attribute_ruler","ner"]
 batch_size = 128
 disabled = []
 before_creation = null
 after_creation = null
 after_pipeline_creation = null
 tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+vectors = {"@vectors":"spacy.Vectors.v1"}
 [components]
 width = ${components.tok2vec.model.encode.width}
 upstream = "tok2vec"
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+[components.ner.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode.width}
+upstream = "*"
 [components.parser]
 factory = "parser"
 learn_tokens = false
 learn_rate = 0.001
 [training.score_weights]
+pos_acc = 0.04
+morph_acc = 0.04
 morph_per_feat = null
+tag_acc = 0.08
+dep_uas = 0.04
+dep_las = 0.04
 dep_las_per_type = null
 sents_p = null
 sents_r = null
 sents_f = null
+lemma_acc = 0.38
+ents_f = 0.38
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
 [pretraining]

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meta.json CHANGED Viewed

@@ -1,14 +1,14 @@
 {
   "lang":"grc",
   "name":"perseus_sm",
-  "version":"3.6.0",
   "description":"",
   "author":"",
   "email":"",
   "url":"",
   "license":"",
-  "spacy_version":">=3.6.0,<3.7.0",
-  "spacy_git_version":"6fc153a26",
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