Update spaCy pipeline

README.md

@@ -14,47 +14,62 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.6767371601
+      value: 0.6996904025
     - name: NER Recall
       type: recall
-      value: 0.5635220126
+      value: 0.5685534591
     - name: NER F Score
       type: f_score
-      value: 0.6149622512
+      value: 0.6273421235
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9712488769
   - task:
       name: POS
       type: token-classification
     metrics:
-    - name: POS Accuracy
+    - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9715755942
+      value: 0.9616721888
   - task:
-      name: SENTER
+      name: MORPH
       type: token-classification
     metrics:
-    - name: SENTER Precision
-      type: precision
-      value: 0.9823529412
-    - name: SENTER Recall
-      type: recall
-      value: 0.9881656805
-    - name: SENTER F Score
-      type: f_score
-      value: 0.9852507375
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.0
   - task:
-      name: UNLABELED_DEPENDENCIES
+      name: LEMMA
       type: token-classification
     metrics:
-    - name: Unlabeled Dependencies Accuracy
+    - name: Lemma Accuracy
       type: accuracy
-      value: 0.921981982
+      value: 0.965013864
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.9207149611
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Labeled Dependencies Accuracy
-      type: accuracy
-      value: 0.921981982
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.9061220818
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9774288518
 ---
 ### Details: https://spacy.io/models/ja#ja_core_news_sm
 
@@ -63,8 +78,8 @@ Japanese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | Feature | Description |
 | --- | --- |
 | **Name** | `ja_core_news_sm` |
-| **Version** | `3.2.0` |
-| **spaCy** | `>=3.2.0,<3.3.0` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `attribute_ruler`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `senter`, `attribute_ruler`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -76,13 +91,12 @@ Japanese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 
 <details>
 
-<summary>View label scheme (66 labels for 4 components)</summary>
+<summary>View label scheme (64 labels for 3 components)</summary>
 
 | Component | Labels |
 | --- | --- |
 | **`morphologizer`** | `POS=NOUN`, `POS=ADP`, `POS=VERB`, `POS=SCONJ`, `POS=AUX`, `POS=PUNCT`, `POS=PART`, `POS=DET`, `POS=NUM`, `POS=ADV`, `POS=PRON`, `POS=ADJ`, `POS=PROPN`, `POS=CCONJ`, `POS=SYM`, `POS=NOUN\|Polarity=Neg`, `POS=AUX\|Polarity=Neg`, `POS=INTJ`, `POS=SCONJ\|Polarity=Neg` |
 | **`parser`** | `ROOT`, `acl`, `advcl`, `advmod`, `amod`, `aux`, `case`, `cc`, `ccomp`, `compound`, `cop`, `csubj`, `dep`, `det`, `dislocated`, `fixed`, `mark`, `nmod`, `nsubj`, `nummod`, `obj`, `obl`, `punct` |
-| **`senter`** | `I`, `S` |
 | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `MOVEMENT`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PET_NAME`, `PHONE`, `PRODUCT`, `QUANTITY`, `TIME`, `TITLE_AFFIX`, `WORK_OF_ART` |
 
 </details>
@@ -95,18 +109,18 @@ Japanese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser,
 | `TOKEN_P` | 97.65 |
 | `TOKEN_R` | 97.90 |
 | `TOKEN_F` | 97.77 |
-| `POS_ACC` | 96.25 |
-| `MORPH_ACC` | 0.40 |
+| `POS_ACC` | 96.17 |
+| `MORPH_ACC` | 0.00 |
 | `MORPH_MICRO_P` | 34.01 |
 | `MORPH_MICRO_R` | 98.04 |
 | `MORPH_MICRO_F` | 50.51 |
-| `SENTS_P` | 98.24 |
-| `SENTS_R` | 98.82 |
-| `SENTS_F` | 98.53 |
-| `DEP_UAS` | 92.20 |
-| `DEP_LAS` | 90.69 |
-| `TAG_ACC` | 97.16 |
-| `LEMMA_ACC` | 96.59 |
-| `ENTS_P` | 67.67 |
-| `ENTS_R` | 56.35 |
-| `ENTS_F` | 61.50 |
+| `SENTS_P` | 97.27 |
+| `SENTS_R` | 98.22 |
+| `SENTS_F` | 97.74 |
+| `DEP_UAS` | 92.07 |
+| `DEP_LAS` | 90.61 |
+| `TAG_ACC` | 97.12 |
+| `LEMMA_ACC` | 96.50 |
+| `ENTS_P` | 69.97 |
+| `ENTS_R` | 56.86 |
+| `ENTS_F` | 62.73 |

accuracy.json

@@ -3,8 +3,8 @@
   "token_p": 0.9764591282,
   "token_r": 0.9790021974,
   "token_f": 0.9777290092,
-  "pos_acc": 0.9624933535,
-  "morph_acc": 0.0040005162,
+  "pos_acc": 0.9616721888,
+  "morph_acc": 0.0,
   "morph_micro_p": 0.3401360544,
   "morph_micro_r": 0.9803921569,
   "morph_micro_f": 0.5050505051,
@@ -25,193 +25,198 @@
       "f": 0.0
     }
   },
-  "sents_p": 0.9823529412,
-  "sents_r": 0.9881656805,
-  "sents_f": 0.9852507375,
-  "dep_uas": 0.921981982,
-  "dep_las": 0.9069390694,
+  "sents_p": 0.97265625,
+  "sents_r": 0.9822485207,
+  "sents_f": 0.9774288518,
+  "dep_uas": 0.9207149611,
+  "dep_las": 0.9061220818,
   "dep_las_per_type": {
     "cc": {
-      "p": 0.8163265306,
-      "r": 0.8333333333,
-      "f": 0.824742268
+      "p": 0.8260869565,
+      "r": 0.7916666667,
+      "f": 0.8085106383
     },
     "compound": {
-      "p": 0.9411421911,
+      "p": 0.9384079024,
       "r": 0.9103720406,
-      "f": 0.9255014327
+      "f": 0.9241773963
     },
     "obl": {
-      "p": 0.8113207547,
-      "r": 0.8052434457,
-      "f": 0.8082706767
+      "p": 0.813283208,
+      "r": 0.8102372035,
+      "f": 0.8117573483
     },
     "case": {
-      "p": 0.9892638037,
-      "r": 0.9802431611,
-      "f": 0.9847328244
+      "p": 0.9881226054,
+      "r": 0.9798632219,
+      "f": 0.9839755818
     },
     "dislocated": {
-      "p": 0.7,
-      "r": 0.5384615385,
-      "f": 0.6086956522
+      "p": 0.5,
+      "r": 0.3846153846,
+      "f": 0.4347826087
     },
     "nsubj": {
-      "p": 0.8202676864,
-      "r": 0.8234165067,
-      "f": 0.8218390805
+      "p": 0.8188824663,
+      "r": 0.8157389635,
+      "f": 0.8173076923
     },
     "nmod": {
-      "p": 0.8793532338,
-      "r": 0.8269005848,
-      "f": 0.8523206751
+      "p": 0.8879093199,
+      "r": 0.8245614035,
+      "f": 0.855063675
     },
     "root": {
-      "p": 0.9741035857,
-      "r": 0.9644970414,
-      "f": 0.9692765114
+      "p": 0.9643564356,
+      "r": 0.9605522682,
+      "f": 0.9624505929
     },
     "aux": {
-      "p": 0.9796296296,
-      "r": 0.982358403,
-      "f": 0.9809921187
+      "p": 0.9788213628,
+      "r": 0.9870009285,
+      "f": 0.9828941285
     },
     "advcl": {
-      "p": 0.6893424036,
-      "r": 0.6831460674,
-      "f": 0.6862302483
+      "p": 0.6824324324,
+      "r": 0.6808988764,
+      "f": 0.6816647919
     },
     "mark": {
-      "p": 0.9755600815,
-      "r": 0.958,
-      "f": 0.9667003027
+      "p": 0.9696969697,
+      "r": 0.96,
+      "f": 0.9648241206
     },
     "fixed": {
-      "p": 0.9569892473,
+      "p": 0.963898917,
       "r": 0.9709090909,
-      "f": 0.963898917
+      "f": 0.9673913043
     },
     "acl": {
-      "p": 0.8239130435,
-      "r": 0.832967033,
-      "f": 0.8284153005
+      "p": 0.8252212389,
+      "r": 0.8197802198,
+      "f": 0.822491731
     },
     "obj": {
-      "p": 0.9507692308,
-      "r": 0.9335347432,
-      "f": 0.9420731707
+      "p": 0.9446153846,
+      "r": 0.9274924471,
+      "f": 0.9359756098
     },
     "nummod": {
-      "p": 0.9934640523,
-      "r": 0.899408284,
-      "f": 0.9440993789
+      "p": 0.9805194805,
+      "r": 0.8934911243,
+      "f": 0.9349845201
     },
     "advmod": {
-      "p": 0.6771653543,
-      "r": 0.6142857143,
-      "f": 0.6441947566
+      "p": 0.6788321168,
+      "r": 0.6642857143,
+      "f": 0.6714801444
     },
     "amod": {
-      "p": 0.8709677419,
-      "r": 0.7297297297,
-      "f": 0.7941176471
+      "p": 0.8125,
+      "r": 0.7027027027,
+      "f": 0.7536231884
     },
     "cop": {
-      "p": 0.9464285714,
-      "r": 0.9244186047,
-      "f": 0.9352941176
+      "p": 0.9756097561,
+      "r": 0.9302325581,
+      "f": 0.9523809524
     },
     "ccomp": {
-      "p": 0.8571428571,
-      "r": 0.8181818182,
-      "f": 0.8372093023
-    },
-    "det": {
       "p": 1.0,
-      "r": 0.9811320755,
-      "f": 0.9904761905
+      "r": 0.8636363636,
+      "f": 0.9268292683
     },
     "dep": {
-      "p": 0.0714285714,
-      "r": 0.1428571429,
-      "f": 0.0952380952
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "csubj": {
-      "p": 0.6363636364,
-      "r": 0.5833333333,
-      "f": 0.6086956522
+      "p": 0.5333333333,
+      "r": 0.6666666667,
+      "f": 0.5925925926
+    },
+    "det": {
+      "p": 1.0,
+      "r": 0.9811320755,
+      "f": 0.9904761905
     }
   },
-  "tag_acc": 0.9715755942,
-  "lemma_acc": 0.9659109444,
-  "ents_p": 0.6767371601,
-  "ents_r": 0.5635220126,
-  "ents_f": 0.6149622512,
+  "tag_acc": 0.9712488769,
+  "lemma_acc": 0.965013864,
+  "ents_p": 0.6996904025,
+  "ents_r": 0.5685534591,
+  "ents_f": 0.6273421235,
   "ents_per_type": {
     "DATE": {
-      "p": 0.9285714286,
+      "p": 0.9454545455,
       "r": 0.9541284404,
-      "f": 0.9411764706
+      "f": 0.9497716895
+    },
+    "PRODUCT": {
+      "p": 0.4814814815,
+      "r": 0.3095238095,
+      "f": 0.3768115942
     },
     "ORG": {
-      "p": 0.5046728972,
-      "r": 0.3941605839,
-      "f": 0.4426229508
+      "p": 0.5148514851,
+      "r": 0.3795620438,
+      "f": 0.4369747899
     },
-    "GPE": {
-      "p": 0.6296296296,
-      "r": 0.5425531915,
-      "f": 0.5828571429
+    "QUANTITY": {
+      "p": 0.8243243243,
+      "r": 0.9242424242,
+      "f": 0.8714285714
     },
-    "PRODUCT": {
-      "p": 0.4285714286,
-      "r": 0.2142857143,
-      "f": 0.2857142857
+    "GPE": {
+      "p": 0.6179775281,
+      "r": 0.585106383,
+      "f": 0.6010928962
     },
     "TIME": {
-      "p": 0.5714285714,
+      "p": 0.6666666667,
       "r": 1.0,
-      "f": 0.7272727273
-    },
-    "QUANTITY": {
-      "p": 0.7972972973,
-      "r": 0.8939393939,
-      "f": 0.8428571429
+      "f": 0.8
     },
     "PERSON": {
-      "p": 0.6346153846,
-      "r": 0.4748201439,
-      "f": 0.5432098765
+      "p": 0.6632653061,
+      "r": 0.4676258993,
+      "f": 0.5485232068
     },
     "NORP": {
       "p": 0.6666666667,
       "r": 0.5625,
       "f": 0.6101694915
     },
+    "ORDINAL": {
+      "p": 0.5185185185,
+      "r": 0.6363636364,
+      "f": 0.5714285714
+    },
     "TITLE_AFFIX": {
-      "p": 0.7142857143,
-      "r": 0.5,
-      "f": 0.5882352941
+      "p": 0.6875,
+      "r": 0.3666666667,
+      "f": 0.4782608696
     },
-    "ORDINAL": {
-      "p": 0.5909090909,
-      "r": 0.5909090909,
-      "f": 0.5909090909
+    "FAC": {
+      "p": 0.5882352941,
+      "r": 0.2702702703,
+      "f": 0.3703703704
     },
     "WORK_OF_ART": {
-      "p": 0.7692307692,
+      "p": 0.9090909091,
       "r": 0.5882352941,
-      "f": 0.6666666667
-    },
-    "EVENT": {
-      "p": 0.6,
-      "r": 0.4615384615,
-      "f": 0.5217391304
+      "f": 0.7142857143
     },
     "PERCENT": {
-      "p": 1.0,
+      "p": 0.6666666667,
       "r": 0.2857142857,
-      "f": 0.4444444444
+      "f": 0.4
+    },
+    "EVENT": {
+      "p": 0.8125,
+      "r": 0.5,
+      "f": 0.619047619
     },
     "CARDINAL": {
       "p": 0.0,
@@ -219,14 +224,9 @@
       "f": 0.0
     },
     "LOC": {
-      "p": 0.7,
-      "r": 0.7,
-      "f": 0.7
-    },
-    "FAC": {
-      "p": 0.44,
-      "r": 0.2972972973,
-      "f": 0.3548387097
+      "p": 0.8571428571,
+      "r": 0.6,
+      "f": 0.7058823529
     },
     "MOVEMENT": {
       "p": 0.0,
@@ -234,14 +234,14 @@
       "f": 0.0
     },
     "LAW": {
-      "p": 0.0,
-      "r": 0.0,
-      "f": 0.0
+      "p": 1.0,
+      "r": 0.3333333333,
+      "f": 0.5
     },
     "MONEY": {
-      "p": 1.0,
+      "p": 0.875,
       "r": 1.0,
-      "f": 1.0
+      "f": 0.9333333333
     },
     "LANGUAGE": {
       "p": 1.0,
@@ -249,5 +249,5 @@
       "f": 1.0
     }
   },
-  "speed": 4844.6752174676
+  "speed": 10590.4387625828
 }

config.cfg

@@ -35,8 +35,9 @@ overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy.Tok2VecListener.v1"
@@ -66,7 +67,7 @@ nO = null
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+rows = [5000,1000,2500,2500]
 include_static_vectors = false
 
 [components.ner.model.tok2vec.encode]
@@ -104,8 +105,9 @@ 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"
@@ -134,7 +136,7 @@ factory = "tok2vec"
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
 attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,2500,2500,2500]
+rows = [5000,1000,2500,2500]
 include_static_vectors = false
 
 [components.tok2vec.model.encode]
@@ -171,7 +173,7 @@ dropout = 0.1
 accumulate_gradient = 1
 patience = 5000
 max_epochs = 0
-max_steps = 0
+max_steps = 100000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null

ja_core_news_sm-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:be790d131bfe78f83dfdf9205bdefd603a8438a8b3f125e85dcd3a309f605f53
-size 13032813
+oid sha256:abe7de8a5653288f79100243b208be37fc0ade5cd07e6bfdfc8b784424cfcf06
+size 11965420

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"ja",
   "name":"core_news_sm",
-  "version":"3.2.0",
+  "version":"3.3.0",
   "description":"Japanese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler.",
   "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",
+  "spacy_version":">=3.3.0.dev0,<3.4.0",
+  "spacy_git_version":"849bef2de",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -65,10 +65,6 @@
       "obl",
       "punct"
     ],
-    "senter":[
-      "I",
-      "S"
-    ],
     "attribute_ruler":[
 
     ],
@@ -120,8 +116,8 @@
     "token_p":0.9764591282,
     "token_r":0.9790021974,
     "token_f":0.9777290092,
-    "pos_acc":0.9624933535,
-    "morph_acc":0.0040005162,
+    "pos_acc":0.9616721888,
+    "morph_acc":0.0,
     "morph_micro_p":0.3401360544,
     "morph_micro_r":0.9803921569,
     "morph_micro_f":0.5050505051,
@@ -142,193 +138,198 @@
         "f":0.0
       }
     },
-    "sents_p":0.9823529412,
-    "sents_r":0.9881656805,
-    "sents_f":0.9852507375,
-    "dep_uas":0.921981982,
-    "dep_las":0.9069390694,
+    "sents_p":0.97265625,
+    "sents_r":0.9822485207,
+    "sents_f":0.9774288518,
+    "dep_uas":0.9207149611,
+    "dep_las":0.9061220818,
     "dep_las_per_type":{
       "cc":{
-        "p":0.8163265306,
-        "r":0.8333333333,
-        "f":0.824742268
+        "p":0.8260869565,
+        "r":0.7916666667,
+        "f":0.8085106383
       },
       "compound":{
-        "p":0.9411421911,
+        "p":0.9384079024,
         "r":0.9103720406,
-        "f":0.9255014327
+        "f":0.9241773963
       },
       "obl":{
-        "p":0.8113207547,
-        "r":0.8052434457,
-        "f":0.8082706767
+        "p":0.813283208,
+        "r":0.8102372035,
+        "f":0.8117573483
       },
       "case":{
-        "p":0.9892638037,
-        "r":0.9802431611,
-        "f":0.9847328244
+        "p":0.9881226054,
+        "r":0.9798632219,
+        "f":0.9839755818
       },
       "dislocated":{
-        "p":0.7,
-        "r":0.5384615385,
-        "f":0.6086956522
+        "p":0.5,
+        "r":0.3846153846,
+        "f":0.4347826087
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