Update spaCy pipeline

LICENSES_SOURCES

@@ -1,4 +1,4 @@
-# Universal Dependencies v2.5 (UD_Afrikaans-AfriBooms, UD_Croatian-SET, UD_Czech-CAC, UD_Czech-CLTT, UD_Danish-DDT, UD_Dutch-Alpino, UD_Dutch-LassySmall, UD_English-EWT, UD_Finnish-FTB, UD_Finnish-TDT, UD_French-GSD, UD_French-Spoken, UD_German-GSD, UD_Indonesian-GSD, UD_Irish-IDT, UD_Italian-TWITTIRO, UD_Korean-GSD, UD_Korean-Kaist, UD_Latvian-LVTB, UD_Lithuanian-ALKSNIS, UD_Lithuanian-HSE, UD_Marathi-UFAL, UD_Norwegian-Bokmaal, UD_Norwegian-Nynorsk, UD_Norwegian-NynorskLIA, UD_Persian-Seraji, UD_Portuguese-Bosque, UD_Portuguese-GSD, UD_Romanian-Nonstandard, UD_Romanian-RRT, UD_Russian-GSD, UD_Russian-Taiga, UD_Serbian-SET, UD_Slovak-SNK, UD_Spanish-GSD, UD_Swedish-Talbanken, UD_Telugu-MTG, UD_Vietnamese-VTB)
+# Universal Dependencies v2.8 (UD_Afrikaans-AfriBooms, UD_Croatian-SET, UD_Czech-CAC, UD_Czech-CLTT, UD_Danish-DDT, UD_Dutch-Alpino, UD_Dutch-LassySmall, UD_English-EWT, UD_Finnish-FTB, UD_Finnish-TDT, UD_French-GSD, UD_French-Spoken, UD_German-GSD, UD_Indonesian-GSD, UD_Irish-IDT, UD_Italian-TWITTIRO, UD_Korean-GSD, UD_Korean-Kaist, UD_Latvian-LVTB, UD_Lithuanian-ALKSNIS, UD_Lithuanian-HSE, UD_Marathi-UFAL, UD_Norwegian-Bokmaal, UD_Norwegian-Nynorsk, UD_Norwegian-NynorskLIA, UD_Persian-Seraji, UD_Portuguese-Bosque, UD_Portuguese-GSD, UD_Romanian-Nonstandard, UD_Romanian-RRT, UD_Russian-GSD, UD_Russian-Taiga, UD_Serbian-SET, UD_Slovak-SNK, UD_Spanish-GSD, UD_Swedish-Talbanken, UD_Telugu-MTG, UD_Vietnamese-VTB)
 
 * Author: Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell; et al.
 * URL: https://universaldependencies.org/

README.md

@@ -3,23 +3,17 @@ tags:
 - spacy
 language:
 - multilingual
-license: cc-by-sa-4.0
+license: cc-by-sa-3.0
 model-index:
 - name: xx_sent_ud_sm
   results:
   - task:
-      name: SENTER
+      name: SENTS
       type: token-classification
     metrics:
-    - name: SENTER Precision
-      type: precision
-      value: 0.9029477287
-    - name: SENTER Recall
-      type: recall
-      value: 0.8194977584
-    - name: SENTER F Score
+    - name: Sentences F-Score
       type: f_score
-      value: 0.8592012289
+      value: 0.8588287584
 ---
 ### Details: https://spacy.io/models/xx#xx_sent_ud_sm
 
@@ -28,32 +22,27 @@ Multi-language pipeline optimized for CPU. Components: senter.
 | Feature | Description |
 | --- | --- |
 | **Name** | `xx_sent_ud_sm` |
-| **Version** | `3.1.0` |
-| **spaCy** | `>=3.1.0,<3.2.0` |
-| **Default Pipeline** | `senter` |
-| **Components** | `senter` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
+| **Default Pipeline** | `senter`, `attribute_ruler` |
+| **Components** | `senter`, `attribute_ruler` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
-| **Sources** | [Universal Dependencies v2.5 (UD_Afrikaans-AfriBooms, UD_Croatian-SET, UD_Czech-CAC, UD_Czech-CLTT, UD_Danish-DDT, UD_Dutch-Alpino, UD_Dutch-LassySmall, UD_English-EWT, UD_Finnish-FTB, UD_Finnish-TDT, UD_French-GSD, UD_French-Spoken, UD_German-GSD, UD_Indonesian-GSD, UD_Irish-IDT, UD_Italian-TWITTIRO, UD_Korean-GSD, UD_Korean-Kaist, UD_Latvian-LVTB, UD_Lithuanian-ALKSNIS, UD_Lithuanian-HSE, UD_Marathi-UFAL, UD_Norwegian-Bokmaal, UD_Norwegian-Nynorsk, UD_Norwegian-NynorskLIA, UD_Persian-Seraji, UD_Portuguese-Bosque, UD_Portuguese-GSD, UD_Romanian-Nonstandard, UD_Romanian-RRT, UD_Russian-GSD, UD_Russian-Taiga, UD_Serbian-SET, UD_Slovak-SNK, UD_Spanish-GSD, UD_Swedish-Talbanken, UD_Telugu-MTG, UD_Vietnamese-VTB)](https://universaldependencies.org/) (Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell; et al.) |
+| **Sources** | [Universal Dependencies v2.8 (UD_Afrikaans-AfriBooms, UD_Croatian-SET, UD_Czech-CAC, UD_Czech-CLTT, UD_Danish-DDT, UD_Dutch-Alpino, UD_Dutch-LassySmall, UD_English-EWT, UD_Finnish-FTB, UD_Finnish-TDT, UD_French-GSD, UD_French-Spoken, UD_German-GSD, UD_Indonesian-GSD, UD_Irish-IDT, UD_Italian-TWITTIRO, UD_Korean-GSD, UD_Korean-Kaist, UD_Latvian-LVTB, UD_Lithuanian-ALKSNIS, UD_Lithuanian-HSE, UD_Marathi-UFAL, UD_Norwegian-Bokmaal, UD_Norwegian-Nynorsk, UD_Norwegian-NynorskLIA, UD_Persian-Seraji, UD_Portuguese-Bosque, UD_Portuguese-GSD, UD_Romanian-Nonstandard, UD_Romanian-RRT, UD_Russian-GSD, UD_Russian-Taiga, UD_Serbian-SET, UD_Slovak-SNK, UD_Spanish-GSD, UD_Swedish-Talbanken, UD_Telugu-MTG, UD_Vietnamese-VTB)](https://universaldependencies.org/) (Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell; et al.) |
 | **License** | `CC BY-SA 3.0` |
 | **Author** | [Explosion](https://explosion.ai) |
 
 ### Label Scheme
 
-<details>
 
-<summary>View label scheme (2 labels for 1 components)</summary>
-
-| Component | Labels |
-| --- | --- |
-| **`senter`** | `I`, `S` |
-
-</details>
 
 ### Accuracy
 
 | Type | Score |
 | --- | --- |
 | `TOKEN_ACC` | 99.29 |
-| `SENTS_P` | 90.29 |
-| `SENTS_R` | 81.95 |
-| `SENTS_F` | 85.92 |
+| `TOKEN_P` | 95.31 |
+| `TOKEN_R` | 95.72 |
+| `TOKEN_F` | 95.52 |
+| `SENTS_P` | 90.62 |
+| `SENTS_R` | 81.62 |
+| `SENTS_F` | 85.88 |

accuracy.json

@@ -1,7 +1,10 @@
 {
-  "token_acc": 0.9928959078,
-  "sents_p": 0.9029477287,
-  "sents_r": 0.8194977584,
-  "sents_f": 0.8592012289,
-  "speed": 291597.0307804538
+  "token_acc": 0.9929085533,
+  "token_p": 0.9530830451,
+  "token_r": 0.9572374635,
+  "token_f": 0.955155737,
+  "sents_p": 0.906203506,
+  "sents_r": 0.8161612631,
+  "sents_f": 0.8588287584,
+  "speed": 145246.3943469636
 }

config.cfg

@@ -1,10 +1,8 @@
 [paths]
-train = "corpus/xx-sent-ud/train.spacy"
-dev = "corpus/xx-sent-ud/dev.spacy"
+train = null
+dev = null
 vectors = null
-raw = null
 init_tok2vec = null
-vocab_data = null
 
 [system]
 gpu_allocator = null
@@ -12,7 +10,7 @@ seed = 0
 
 [nlp]
 lang = "xx"
-pipeline = ["senter"]
+pipeline = ["senter","attribute_ruler"]
 disabled = []
 before_creation = null
 after_creation = null
@@ -22,12 +20,20 @@ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
 
 [components]
 
+[components.attribute_ruler]
+factory = "attribute_ruler"
+scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
+validate = false
+
 [components.senter]
 factory = "senter"
+overwrite = false
+scorer = {"@scorers":"spacy.senter_scorer.v1"}
 
 [components.senter.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.senter.model.tok2vec]
 @architectures = "spacy.Tok2Vec.v2"
@@ -35,8 +41,8 @@ nO = null
 [components.senter.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.senter.model.tok2vec.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [1000,500,500,500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [1000,500,500,500,50]
 include_static_vectors = false
 
 [components.senter.model.tok2vec.encode]
@@ -50,22 +56,19 @@ maxout_pieces = 2
 
 [corpora.dev]
 @readers = "spacy.Corpus.v1"
-limit = 0
-max_length = 0
-path = ${paths:dev}
+path = ${paths.dev}
 gold_preproc = false
+max_length = 0
+limit = 0
 augmenter = null
 
 [corpora.train]
 @readers = "spacy.Corpus.v1"
-path = ${paths:train}
-max_length = 5000
+path = ${paths.train}
 gold_preproc = false
+max_length = 0
 limit = 0
-
-[corpora.train.augmenter]
-@augmenters = "spacy.lower_case.v1"
-level = 0.1
+augmenter = null
 
 [training]
 train_corpus = "corpora.train"
@@ -74,9 +77,9 @@ seed = ${system:seed}
 gpu_allocator = ${system:gpu_allocator}
 dropout = 0.1
 accumulate_gradient = 1
-patience = 5000
+patience = 10000
 max_epochs = 0
-max_steps = 0
+max_steps = 100000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null
@@ -96,9 +99,8 @@ compound = 1.001
 t = 0.0
 
 [training.logger]
-@loggers = "spacy.WandbLogger.v1"
-project_name = "spacy-v3.0.0a2"
-remove_config_values = []
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
 
 [training.optimizer]
 @optimizers = "Adam.v1"
@@ -112,14 +114,20 @@ eps = 0.00000001
 learn_rate = 0.001
 
 [training.score_weights]
-sents_f = 1.0
+sents_f = 0.06
 sents_p = 0.0
 sents_r = 0.0
+dep_uas = 0.0
+dep_las = 0.47
+ents_f = 0.47
+ents_p = 0.0
+ents_r = 0.0
+speed = 0.0
 
 [pretraining]
 
 [initialize]
-vocab_data = ${paths.vocab_data}
+vocab_data = null
 vectors = ${paths.vectors}
 init_tok2vec = ${paths.init_tok2vec}
 before_init = null

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"xx",
   "name":"sent_ud_sm",
-  "version":"3.1.0",
+  "version":"3.3.0",
   "description":"Multi-language pipeline optimized for CPU. Components: senter.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"CC BY-SA 3.0",
-  "spacy_version":">=3.1.0,<3.2.0",
-  "spacy_git_version":"caba63b74",
+  "spacy_version":">=3.3.0.dev0,<3.4.0",
+  "spacy_git_version":"849bef2de",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -16,30 +16,34 @@
     "name":null
   },
   "labels":{
-    "senter":[
-      "I",
-      "S"
+    "attribute_ruler":[
+
     ]
   },
   "pipeline":[
-    "senter"
+    "senter",
+    "attribute_ruler"
   ],
   "components":[
-    "senter"
+    "senter",
+    "attribute_ruler"
   ],
   "disabled":[
 
   ],
   "performance":{
-    "token_acc":0.9928959078,
-    "sents_p":0.9029477287,
-    "sents_r":0.8194977584,
-    "sents_f":0.8592012289,
-    "speed":291597.0307804538
+    "token_acc":0.9929085533,
+    "token_p":0.9530830451,
+    "token_r":0.9572374635,
+    "token_f":0.955155737,
+    "sents_p":0.906203506,
+    "sents_r":0.8161612631,
+    "sents_f":0.8588287584,
+    "speed":145246.3943469636
   },
   "sources":[
     {
-      "name":"Universal Dependencies v2.5 (UD_Afrikaans-AfriBooms, UD_Croatian-SET, UD_Czech-CAC, UD_Czech-CLTT, UD_Danish-DDT, UD_Dutch-Alpino, UD_Dutch-LassySmall, UD_English-EWT, UD_Finnish-FTB, UD_Finnish-TDT, UD_French-GSD, UD_French-Spoken, UD_German-GSD, UD_Indonesian-GSD, UD_Irish-IDT, UD_Italian-TWITTIRO, UD_Korean-GSD, UD_Korean-Kaist, UD_Latvian-LVTB, UD_Lithuanian-ALKSNIS, UD_Lithuanian-HSE, UD_Marathi-UFAL, UD_Norwegian-Bokmaal, UD_Norwegian-Nynorsk, UD_Norwegian-NynorskLIA, UD_Persian-Seraji, UD_Portuguese-Bosque, UD_Portuguese-GSD, UD_Romanian-Nonstandard, UD_Romanian-RRT, UD_Russian-GSD, UD_Russian-Taiga, UD_Serbian-SET, UD_Slovak-SNK, UD_Spanish-GSD, UD_Swedish-Talbanken, UD_Telugu-MTG, UD_Vietnamese-VTB)",
+      "name":"Universal Dependencies v2.8 (UD_Afrikaans-AfriBooms, UD_Croatian-SET, UD_Czech-CAC, UD_Czech-CLTT, UD_Danish-DDT, UD_Dutch-Alpino, UD_Dutch-LassySmall, UD_English-EWT, UD_Finnish-FTB, UD_Finnish-TDT, UD_French-GSD, UD_French-Spoken, UD_German-GSD, UD_Indonesian-GSD, UD_Irish-IDT, UD_Italian-TWITTIRO, UD_Korean-GSD, UD_Korean-Kaist, UD_Latvian-LVTB, UD_Lithuanian-ALKSNIS, UD_Lithuanian-HSE, UD_Marathi-UFAL, UD_Norwegian-Bokmaal, UD_Norwegian-Nynorsk, UD_Norwegian-NynorskLIA, UD_Persian-Seraji, UD_Portuguese-Bosque, UD_Portuguese-GSD, UD_Romanian-Nonstandard, UD_Romanian-RRT, UD_Russian-GSD, UD_Russian-Taiga, UD_Serbian-SET, UD_Slovak-SNK, UD_Spanish-GSD, UD_Swedish-Talbanken, UD_Telugu-MTG, UD_Vietnamese-VTB)",
       "url":"https://universaldependencies.org/",
       "license":"CC BY-SA 3.0",
       "author":"Zeman, Daniel; Nivre, Joakim; Abrams, Mitchell; et al."

senter/cfg

@@ -1,3 +1,3 @@
 {
-
+  "overwrite":false
 }

tokenizer

@@ -1,3 +1,3 @@
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