Update spaCy pipeline

README.md

@@ -14,41 +14,41 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.720477234
+      value: 0.7203462148
     - name: NER Recall
       type: recall
-      value: 0.6503296703
+      value: 0.6493406593
     - name: NER F Score
       type: f_score
-      value: 0.6836086404
+      value: 0.6830029475
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.893070133
+      value: 0.8933253054
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.6952509849
+      value: 0.6960047338
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.6399561884
+      value: 0.640776699
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.7508391428
+      value: 0.7514211886
 ---
 ### Details: https://spacy.io/models/zh#zh_core_web_sm
 
@@ -57,8 +57,8 @@ Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
 | Feature | Description |
 | --- | --- |
 | **Name** | `zh_core_web_sm` |
-| **Version** | `3.4.0` |
-| **spaCy** | `>=3.4.0,<3.5.0` |
+| **Version** | `3.5.0` |
+| **spaCy** | `>=3.5.0,<3.6.0` |
 | **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `attribute_ruler`, `ner` |
 | **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `attribute_ruler`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -84,16 +84,16 @@ Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
 
 | Type | Score |
 | --- | --- |
-| `TOKEN_ACC` | 97.88 |
+| `TOKEN_ACC` | 95.85 |
 | `TOKEN_P` | 94.58 |
 | `TOKEN_R` | 91.36 |
 | `TOKEN_F` | 92.94 |
-| `TAG_ACC` | 89.31 |
-| `SENTS_P` | 77.73 |
+| `TAG_ACC` | 89.33 |
+| `SENTS_P` | 77.85 |
 | `SENTS_R` | 72.62 |
-| `SENTS_F` | 75.08 |
-| `DEP_UAS` | 69.53 |
-| `DEP_LAS` | 64.00 |
-| `ENTS_P` | 72.05 |
-| `ENTS_R` | 65.03 |
-| `ENTS_F` | 68.36 |
+| `SENTS_F` | 75.14 |
+| `DEP_UAS` | 69.60 |
+| `DEP_LAS` | 64.08 |
+| `ENTS_P` | 72.03 |
+| `ENTS_R` | 64.93 |
+| `ENTS_F` | 68.30 |

accuracy.json

@@ -1,209 +1,209 @@
 {
-  "token_acc": 0.9788303388,
+  "token_acc": 0.9585384056,
   "token_p": 0.9458325855,
   "token_r": 0.9136060443,
   "token_f": 0.9294400505,
-  "tag_acc": 0.893070133,
-  "sents_p": 0.7772630078,
+  "tag_acc": 0.8933253054,
+  "sents_p": 0.7785115117,
   "sents_r": 0.7261528217,
-  "sents_f": 0.7508391428,
-  "dep_uas": 0.6952509849,
-  "dep_las": 0.6399561884,
+  "sents_f": 0.7514211886,
+  "dep_uas": 0.6960047338,
+  "dep_las": 0.640776699,
   "dep_las_per_type": {
     "dep": {
-      "p": 0.4732715609,
-      "r": 0.3354551884,
-      "f": 0.3926206244
+      "p": 0.4694362848,
+      "r": 0.3390926543,
+      "f": 0.3937580664
     },
     "case": {
-      "p": 0.8003097973,
-      "r": 0.7516973812,
-      "f": 0.7752422632
+      "p": 0.8000770911,
+      "r": 0.754970902,
+      "f": 0.7768698147
     },
     "nmod:tmod": {
-      "p": 0.7309236948,
-      "r": 0.7428571429,
-      "f": 0.7368421053
+      "p": 0.7228915663,
+      "r": 0.7346938776,
+      "f": 0.7287449393
     },
     "nummod": {
-      "p": 0.8121775026,
-      "r": 0.5243171219,
-      "f": 0.6372469636
+      "p": 0.8084449022,
+      "r": 0.5229846769,
+      "f": 0.6351132686
     },
     "mark:clf": {
-      "p": 0.9270516717,
-      "r": 0.5688176054,
-      "f": 0.7050392973
+      "p": 0.9387755102,
+      "r": 0.5662066393,
+      "f": 0.7063750582
     },
     "auxpass": {
-      "p": 0.8655913978,
-      "r": 0.8702702703,
-      "f": 0.8679245283
+      "p": 0.8602150538,
+      "r": 0.8648648649,
+      "f": 0.8625336927
     },
     "nsubj": {
-      "p": 0.7646515312,
-      "r": 0.7115833436,
-      "f": 0.7371635808
+      "p": 0.7660695469,
+      "r": 0.7144085493,
+      "f": 0.7393376978
     },
     "acl": {
-      "p": 0.642,
-      "r": 0.534109817,
-      "f": 0.583106267
+      "p": 0.6482479784,
+      "r": 0.5335551858,
+      "f": 0.5853361728
     },
     "advmod": {
-      "p": 0.8104566849,
-      "r": 0.7221718431,
-      "f": 0.7637715039
+      "p": 0.8146723099,
+      "r": 0.7200181365,
+      "f": 0.7644262591
     },
     "mark": {
-      "p": 0.7050691244,
-      "r": 0.6704645048,
-      "f": 0.6873315364
+      "p": 0.7090825265,
+      "r": 0.6739702016,
+      "f": 0.691080656
     },
     "xcomp": {
-      "p": 0.7522441652,
-      "r": 0.6824104235,
-      "f": 0.7156276687
+      "p": 0.7771639042,
+      "r": 0.6872964169,
+      "f": 0.7294727744
     },
     "nmod:assmod": {
-      "p": 0.7457293035,
-      "r": 0.7065048242,
-      "f": 0.7255873422
+      "p": 0.7495088409,
+      "r": 0.7124183007,
+      "f": 0.7304930589
     },
     "det": {
-      "p": 0.8379478827,
-      "r": 0.6028119508,
-      "f": 0.7011925043
+      "p": 0.8434712084,
+      "r": 0.6092560047,
+      "f": 0.7074829932
     },
     "amod": {
-      "p": 0.7527889335,
-      "r": 0.6626080126,
-      "f": 0.7048255693
+      "p": 0.7395555556,
+      "r": 0.6535742341,
+      "f": 0.693911593
     },
     "nmod:prep": {
-      "p": 0.683988764,
-      "r": 0.5892316999,
-      "f": 0.6330841729
+      "p": 0.6834329933,
+      "r": 0.5877192982,
+      "f": 0.6319726785
     },
     "root": {
-      "p": 0.7289473684,
-      "r": 0.6455801565,
-      "f": 0.6847355875
+      "p": 0.7319140919,
+      "r": 0.6467454636,
+      "f": 0.686699072
     },
     "aux:prtmod": {
-      "p": 0.89453125,
-      "r": 0.8178571429,
-      "f": 0.8544776119
+      "p": 0.890625,
+      "r": 0.8142857143,
+      "f": 0.8507462687
     },
     "compound:nn": {
-      "p": 0.7242711626,
-      "r": 0.6978003384,
-      "f": 0.710789383
+      "p": 0.7195207893,
+      "r": 0.6910321489,
+      "f": 0.7049887796
     },
     "dobj": {
-      "p": 0.7762623803,
-      "r": 0.7081913791,
-      "f": 0.7406661503
+      "p": 0.7825518706,
+      "r": 0.7095245149,
+      "f": 0.7442510876
     },
     "ccomp": {
-      "p": 0.6208661417,
-      "r": 0.6131415241,
-      "f": 0.6169796557
+      "p": 0.6276764473,
+      "r": 0.615474339,
+      "f": 0.6215155084
     },
     "advmod:rcomp": {
-      "p": 0.8006134969,
-      "r": 0.7229916898,
-      "f": 0.7598253275
+      "p": 0.7747747748,
+      "r": 0.7146814404,
+      "f": 0.7435158501
     },
     "nmod:topic": {
-      "p": 0.2994923858,
-      "r": 0.1915584416,
-      "f": 0.2336633663
+      "p": 0.36,
+      "r": 0.2337662338,
+      "f": 0.2834645669
     },
     "cop": {
-      "p": 0.7491776316,
-      "r": 0.5862290862,
-      "f": 0.6577617329
+      "p": 0.7549833887,
+      "r": 0.5849420849,
+      "f": 0.659173314
     },
     "discourse": {
-      "p": 0.5658627087,
-      "r": 0.50330033,
-      "f": 0.5327510917
+      "p": 0.5559599636,
+      "r": 0.5041254125,
+      "f": 0.5287754219
     },
     "neg": {
-      "p": 0.8413173653,
-      "r": 0.6682520809,
-      "f": 0.7448641484
+      "p": 0.8306092125,
+      "r": 0.6646848989,
+      "f": 0.7384412153
     },
     "aux:modal": {
-      "p": 0.8640256959,
-      "r": 0.8345398139,
-      "f": 0.849026828
+      "p": 0.8569903949,
+      "r": 0.8304033092,
+      "f": 0.843487395
     },
     "nmod": {
-      "p": 0.7037643208,
-      "r": 0.5834464043,
-      "f": 0.6379821958
+      "p": 0.7133333333,
+      "r": 0.5807327001,
+      "f": 0.6402393418
     },
     "aux:ba": {
-      "p": 0.8076923077,
-      "r": 0.7819148936,
-      "f": 0.7945945946
+      "p": 0.7857142857,
+      "r": 0.7606382979,
+      "f": 0.772972973
     },
     "advmod:loc": {
-      "p": 0.6525423729,
-      "r": 0.4569732938,
-      "f": 0.537521815
+      "p": 0.5772357724,
+      "r": 0.4213649852,
+      "f": 0.487135506
     },
     "aux:asp": {
-      "p": 0.8976705491,
-      "r": 0.860446571,
-      "f": 0.8786644951
+      "p": 0.9117647059,
+      "r": 0.86523126,
+      "f": 0.887888707
     },
     "conj": {
-      "p": 0.4690529456,
-      "r": 0.4756143667,
-      "f": 0.4723108692
+      "p": 0.4801886792,
+      "r": 0.4810964083,
+      "f": 0.4806421152
     },
     "nsubjpass": {
-      "p": 0.7619047619,
-      "r": 0.64,
-      "f": 0.6956521739
+      "p": 0.8222222222,
+      "r": 0.74,
+      "f": 0.7789473684
     },
     "compound:vc": {
-      "p": 0.3825136612,
-      "r": 0.3626943005,
-      "f": 0.3723404255
+      "p": 0.3827160494,
+      "r": 0.3212435233,
+      "f": 0.3492957746
     },
     "advcl:loc": {
-      "p": 0.4836065574,
-      "r": 0.4214285714,
-      "f": 0.4503816794
+      "p": 0.4015151515,
+      "r": 0.3785714286,
+      "f": 0.3897058824
     },
     "cc": {
-      "p": 0.6941514861,
-      "r": 0.6424134871,
-      "f": 0.667281106
+      "p": 0.7023474178,
+      "r": 0.6637089618,
+      "f": 0.6824817518
     },
     "advmod:dvp": {
-      "p": 0.8823529412,
-      "r": 0.652173913,
-      "f": 0.75
+      "p": 0.796875,
+      "r": 0.6335403727,
+      "f": 0.7058823529
     },
     "appos": {
-      "p": 0.8714652956,
-      "r": 0.7793103448,
-      "f": 0.822815534
-    },
-    "name": {
-      "p": 0.6195652174,
-      "r": 0.4222222222,
-      "f": 0.5022026432
+      "p": 0.8678304239,
+      "r": 0.8,
+      "f": 0.8325358852
     },
     "nmod:poss": {
-      "p": 0.6547619048,
-      "r": 0.4074074074,
-      "f": 0.502283105
+      "p": 0.623655914,
+      "r": 0.4296296296,
+      "f": 0.5087719298
+    },
+    "name": {
+      "p": 0.6,
+      "r": 0.4444444444,
+      "f": 0.5106382979
     },
     "nsubj:xsubj": {
       "p": 0.0,
@@ -211,19 +211,19 @@
       "f": 0.0
     },
     "nmod:range": {
-      "p": 0.71484375,
-      "r": 0.6140939597,
-      "f": 0.6606498195
+      "p": 0.7287449393,
+      "r": 0.6040268456,
+      "f": 0.6605504587
     },
     "parataxis:prnmod": {
-      "p": 0.4358974359,
-      "r": 0.1278195489,
-      "f": 0.1976744186
+      "p": 0.3235294118,
+      "r": 0.0827067669,
+      "f": 0.1317365269
     },
     "amod:ordmod": {
-      "p": 0.649122807,
-      "r": 0.578125,
-      "f": 0.6115702479
+      "p": 0.6315789474,
+      "r": 0.5625,
+      "f": 0.5950413223
     },
     "erased": {
       "p": 0.0,
@@ -231,105 +231,105 @@
       "f": 0.0
     },
     "etc": {
-      "p": 0.8837209302,
-      "r": 0.9047619048,
-      "f": 0.8941176471
+      "p": 0.8953488372,
+      "r": 0.9166666667,
+      "f": 0.9058823529
     }
   },
-  "ents_p": 0.720477234,
-  "ents_r": 0.6503296703,
-  "ents_f": 0.6836086404,
+  "ents_p": 0.7203462148,
+  "ents_r": 0.6493406593,
+  "ents_f": 0.6830029475,
   "ents_per_type": {
     "TIME": {
-      "p": 0.7403846154,
+      "p": 0.7368421053,
       "r": 0.7475728155,
-      "f": 0.7439613527
+      "f": 0.7421686747
     },
     "GPE": {
-      "p": 0.7642691415,
-      "r": 0.8049853372,
-      "f": 0.784099024
+      "p": 0.7551676619,
+      "r": 0.8035190616,
+      "f": 0.778593417
     },
     "ORDINAL": {
-      "p": 0.8587570621,
-      "r": 0.8,
-      "f": 0.8283378747
+      "p": 0.8555555556,
+      "r": 0.8105263158,
+      "f": 0.8324324324
     },
     "FAC": {
-      "p": 0.4375,
-      "r": 0.3010752688,
-      "f": 0.3566878981
-    },
-    "DATE": {
-      "p": 0.7596606975,
-      "r": 0.7988107037,
-      "f": 0.7787439614
+      "p": 0.4132231405,
+      "r": 0.2688172043,
+      "f": 0.325732899
     },
     "ORG": {
-      "p": 0.6818950931,
-      "r": 0.6133942161,
-      "f": 0.6458333333
+      "p": 0.6965998256,
+      "r": 0.6080669711,
+      "f": 0.6493295408
+    },
+    "DATE": {
+      "p": 0.7602283539,
+      "r": 0.7918731417,
+      "f": 0.7757281553
     },
     "QUANTITY": {
-      "p": 0.7766990291,
-      "r": 0.5925925926,
-      "f": 0.6722689076
+      "p": 0.7545454545,
+      "r": 0.6148148148,
+      "f": 0.6775510204
     },
     "PERSON": {
-      "p": 0.7967072298,
-      "r": 0.7171391753,
-      "f": 0.7548321465
-    },
-    "CARDINAL": {
-      "p": 0.5830429733,
-      "r": 0.5060483871,
-      "f": 0.5418240691
+      "p": 0.796886058,
+      "r": 0.7255154639,
+      "f": 0.7595278246
     },
     "LOC": {
-      "p": 0.5061728395,
-      "r": 0.3306451613,
-      "f": 0.4
+      "p": 0.5333333333,
+      "r": 0.3440860215,
+      "f": 0.4183006536
+    },
+    "CARDINAL": {
+      "p": 0.585106383,
+      "r": 0.4989919355,
+      "f": 0.5386289445
     },
     "NORP": {
-      "p": 0.6578947368,
-      "r": 0.4201680672,
-      "f": 0.5128205128
+      "p": 0.6765676568,
+      "r": 0.4306722689,
+      "f": 0.5263157895
     },
     "WORK_OF_ART": {
-      "p": 0.487804878,
-      "r": 0.2666666667,
-      "f": 0.3448275862
+      "p": 0.4545454545,
+      "r": 0.2333333333,
+      "f": 0.3083700441
     },
     "MONEY": {
-      "p": 0.9026548673,
-      "r": 0.7555555556,
-      "f": 0.8225806452
+      "p": 0.9115044248,
+      "r": 0.762962963,
+      "f": 0.8306451613
     },
     "EVENT": {
-      "p": 0.6483516484,
-      "r": 0.4338235294,
-      "f": 0.5198237885
+      "p": 0.5666666667,
+      "r": 0.375,
+      "f": 0.4513274336
     },
     "PERCENT": {
-      "p": 0.8734177215,
+      "p": 0.8313253012,
       "r": 0.8313253012,
-      "f": 0.8518518519
+      "f": 0.8313253012
     },
     "PRODUCT": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "LAW": {
-      "p": 0.3076923077,
-      "r": 0.0666666667,
-      "f": 0.1095890411
-    },
     "LANGUAGE": {
-      "p": 0.5555555556,
+      "p": 0.4545454545,
       "r": 0.5555555556,
-      "f": 0.5555555556
+      "f": 0.5
+    },
+    "LAW": {
+      "p": 0.4090909091,
+      "r": 0.15,
+      "f": 0.2195121951
     }
   },
-  "speed": 8841.6188314329
+  "speed": 8247.398349126
 }

config.cfg

@@ -135,8 +135,8 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE"]
-rows = [5000,1000,2500,2500]
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","IS_SPACE"]
+rows = [5000,1000,2500,2500,50]
 include_static_vectors = false
 
 [components.tok2vec.model.encode]
@@ -178,6 +178,7 @@ eval_frequency = 1000
 frozen_components = []
 before_to_disk = null
 annotating_components = []
+before_update = null
 
 [training.batcher]
 @batchers = "spacy.batch_by_words.v1"

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"zh",
   "name":"core_web_sm",
-  "version":"3.4.0",
+  "version":"3.5.0",
   "description":"Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler.",
   "author":"Explosion",
   "email":"contact@explosion.ai",
   "url":"https://explosion.ai",
   "license":"MIT",
-  "spacy_version":">=3.4.0,<3.5.0",
-  "spacy_git_version":"dd038b536",
+  "spacy_version":">=3.5.0,<3.6.0",
+  "spacy_git_version":"9e0322de1",
   "vectors":{
     "width":0,
     "vectors":0,
@@ -148,211 +148,211 @@
     "senter"
   ],
   "performance":{
-    "token_acc":0.9788303388,
+    "token_acc":0.9585384056,
     "token_p":0.9458325855,
     "token_r":0.9136060443,
     "token_f":0.9294400505,
-    "tag_acc":0.893070133,
-    "sents_p":0.7772630078,
+    "tag_acc":0.8933253054,
+    "sents_p":0.7785115117,
     "sents_r":0.7261528217,
-    "sents_f":0.7508391428,
-    "dep_uas":0.6952509849,
-    "dep_las":0.6399561884,
+    "sents_f":0.7514211886,
+    "dep_uas":0.6960047338,
+    "dep_las":0.640776699,
     "dep_las_per_type":{
       "dep":{
-        "p":0.4732715609,
-        "r":0.3354551884,
-        "f":0.3926206244
+        "p":0.4694362848,
+        "r":0.3390926543,
+        "f":0.3937580664
       },
       "case":{
-        "p":0.8003097973,
-        "r":0.7516973812,
-        "f":0.7752422632
+        "p":0.8000770911,
+        "r":0.754970902,
+        "f":0.7768698147
       },
       "nmod:tmod":{
-        "p":0.7309236948,
-        "r":0.7428571429,
-        "f":0.7368421053
+        "p":0.7228915663,
+        "r":0.7346938776,
+        "f":0.7287449393
       },
       "nummod":{
-        "p":0.8121775026,
-        "r":0.5243171219,
-        "f":0.6372469636
+        "p":0.8084449022,
+        "r":0.5229846769,
+        "f":0.6351132686
       },
       "mark:clf":{
-        "p":0.9270516717,
-        "r":0.5688176054,
-        "f":0.7050392973
+        "p":0.9387755102,
+        "r":0.5662066393,
+        "f":0.7063750582
       },
       "auxpass":{
-        "p":0.8655913978,
-        "r":0.8702702703,
-        "f":0.8679245283
+        "p":0.8602150538,
+        "r":0.8648648649,
+        "f":0.8625336927
       },
       "nsubj":{
-        "p":0.7646515312,
-        "r":0.7115833436,
-        "f":0.7371635808
+        "p":0.7660695469,
+        "r":0.7144085493,
+        "f":0.7393376978
       },
       "acl":{
-        "p":0.642,
-        "r":0.534109817,
-        "f":0.583106267
+        "p":0.6482479784,
+        "r":0.5335551858,
+        "f":0.5853361728
       },
       "advmod":{
-        "p":0.8104566849,
-        "r":0.7221718431,
-        "f":0.7637715039
+        "p":0.8146723099,
+        "r":0.7200181365,
+        "f":0.7644262591
       },
       "mark":{
-        "p":0.7050691244,
-        "r":0.6704645048,
-        "f":0.6873315364
+        "p":0.7090825265,
+        "r":0.6739702016,
+        "f":0.691080656
       },
       "xcomp":{
-        "p":0.7522441652,
-        "r":0.6824104235,
-        "f":0.7156276687
+        "p":0.7771639042,
+        "r":0.6872964169,
+        "f":0.7294727744
       },
       "nmod:assmod":{
-        "p":0.7457293035,
-        "r":0.7065048242,
-        "f":0.7255873422
+        "p":0.7495088409,
+        "r":0.7124183007,
+        "f":0.7304930589
       },
       "det":{
-        "p":0.8379478827,
-        "r":0.6028119508,
-        "f":0.7011925043
+        "p":0.8434712084,
+        "r":0.6092560047,
+        "f":0.7074829932
       },
       "amod":{
-        "p":0.7527889335,
-        "r":0.6626080126,
-        "f":0.7048255693
+        "p":0.7395555556,
+        "r":0.6535742341,
+        "f":0.693911593
       },
       "nmod:prep":{
-        "p":0.683988764,
-        "r":0.5892316999,
-        "f":0.6330841729
+        "p":0.6834329933,
+        "r":0.5877192982,
+        "f":0.6319726785
       },
       "root":{
-        "p":0.7289473684,
-        "r":0.6455801565,
-        "f":0.6847355875
+        "p":0.7319140919,
+        "r":0.6467454636,
+        "f":0.686699072
       },
       "aux:prtmod":{
-        "p":0.89453125,
-        "r":0.8178571429,
-        "f":0.8544776119
+        "p":0.890625,
+        "r":0.8142857143,
+        "f":0.8507462687
       },
       "compound:nn":{
-        "p":0.7242711626,
-        "r":0.6978003384,
-        "f":0.710789383
+        "p":0.7195207893,
+        "r":0.6910321489,
+        "f":0.7049887796
       },
       "dobj":{
-        "p":0.7762623803,
-        "r":0.7081913791,
-        "f":0.7406661503
+        "p":0.7825518706,
+        "r":0.7095245149,
+        "f":0.7442510876
       },
       "ccomp":{
-        "p":0.6208661417,
-        "r":0.6131415241,
-        "f":0.6169796557
+        "p":0.6276764473,
+        "r":0.615474339,
+        "f":0.6215155084
       },
       "advmod:rcomp":{
-        "p":0.8006134969,
-        "r":0.7229916898,
-        "f":0.7598253275
+        "p":0.7747747748,
+        "r":0.7146814404,
+        "f":0.7435158501
       },
       "nmod:topic":{
-        "p":0.2994923858,
-        "r":0.1915584416,
-        "f":0.2336633663
+        "p":0.36,
+        "r":0.2337662338,
+        "f":0.2834645669
       },
       "cop":{
-        "p":0.7491776316,
-        "r":0.5862290862,
-        "f":0.6577617329
+        "p":0.7549833887,
+        "r":0.5849420849,
+        "f":0.659173314
       },
       "discourse":{
-        "p":0.5658627087,
-        "r":0.50330033,
-        "f":0.5327510917
+        "p":0.5559599636,
+        "r":0.5041254125,
+        "f":0.5287754219
       },
       "neg":{
-        "p":0.8413173653,
-        "r":0.6682520809,
-        "f":0.7448641484
+        "p":0.8306092125,
+        "r":0.6646848989,
+        "f":0.7384412153
       },
       "aux:modal":{
-        "p":0.8640256959,
-        "r":0.8345398139,
-        "f":0.849026828
+        "p":0.8569903949,
+        "r":0.8304033092,
+        "f":0.843487395
       },
       "nmod":{
-        "p":0.7037643208,
-        "r":0.5834464043,
-        "f":0.6379821958
+        "p":0.7133333333,
+        "r":0.5807327001,
+        "f":0.6402393418
       },
       "aux:ba":{
-        "p":0.8076923077,
-        "r":0.7819148936,
-        "f":0.7945945946
+        "p":0.7857142857,
+        "r":0.7606382979,
+        "f":0.772972973
       },
       "advmod:loc":{
-        "p":0.6525423729,
-        "r":0.4569732938,
-        "f":0.537521815
+        "p":0.5772357724,
+        "r":0.4213649852,
+        "f":0.487135506
       },
       "aux:asp":{
-        "p":0.8976705491,
-        "r":0.860446571,
-        "f":0.8786644951
+        "p":0.9117647059,
+        "r":0.86523126,
+        "f":0.887888707
       },
       "conj":{
-        "p":0.4690529456,
-        "r":0.4756143667,
-        "f":0.4723108692
+        "p":0.4801886792,
+        "r":0.4810964083,
+        "f":0.4806421152
       },
       "nsubjpass":{
-        "p":0.7619047619,
-        "r":0.64,
-        "f":0.6956521739
+        "p":0.8222222222,
+        "r":0.74,
+        "f":0.7789473684
       },
       "compound:vc":{
-        "p":0.3825136612,
-        "r":0.3626943005,
-        "f":0.3723404255
+        "p":0.3827160494,
+        "r":0.3212435233,
+        "f":0.3492957746
       },
       "advcl:loc":{
-        "p":0.4836065574,
-        "r":0.4214285714,
-        "f":0.4503816794
+        "p":0.4015151515,
+        "r":0.3785714286,
+        "f":0.3897058824
       },
       "cc":{
-        "p":0.6941514861,
-        "r":0.6424134871,
-        "f":0.667281106
+        "p":0.7023474178,
+        "r":0.6637089618,
+        "f":0.6824817518
       },
       "advmod:dvp":{
-        "p":0.8823529412,
-        "r":0.652173913,
-        "f":0.75
+        "p":0.796875,
+        "r":0.6335403727,
+        "f":0.7058823529
       },
       "appos":{
-        "p":0.8714652956,
-        "r":0.7793103448,
-        "f":0.822815534
-      },
-      "name":{
-        "p":0.6195652174,
-        "r":0.4222222222,
-        "f":0.5022026432
+        "p":0.8678304239,
+        "r":0.8,
+        "f":0.8325358852
       },
       "nmod:poss":{
-        "p":0.6547619048,
-        "r":0.4074074074,
-        "f":0.502283105
+        "p":0.623655914,
+        "r":0.4296296296,
+        "f":0.5087719298
+      },
+      "name":{
+        "p":0.6,
+        "r":0.4444444444,
+        "f":0.5106382979
       },
       "nsubj:xsubj":{
         "p":0.0,
@@ -360,19 +360,19 @@
         "f":0.0
       },
       "nmod:range":{
-        "p":0.71484375,
-        "r":0.6140939597,
-        "f":0.6606498195
+        "p":0.7287449393,
+        "r":0.6040268456,
+        "f":0.6605504587
       },
       "parataxis:prnmod":{
-        "p":0.4358974359,
-        "r":0.1278195489,
-        "f":0.1976744186
+        "p":0.3235294118,
+        "r":0.0827067669,
+        "f":0.1317365269
       },
       "amod:ordmod":{
-        "p":0.649122807,
-        "r":0.578125,
-        "f":0.6115702479
+        "p":0.6315789474,
+        "r":0.5625,
+        "f":0.5950413223
       },
       "erased":{
         "p":0.0,
@@ -380,107 +380,107 @@
         "f":0.0
       },
       "etc":{
-        "p":0.8837209302,
-        "r":0.9047619048,
-        "f":0.8941176471
+        "p":0.8953488372,
+        "r":0.9166666667,
+        "f":0.9058823529
       }
     },
-    "ents_p":0.720477234,
-    "ents_r":0.6503296703,
-    "ents_f":0.6836086404,
+    "ents_p":0.7203462148,
+    "ents_r":0.6493406593,
+    "ents_f":0.6830029475,
     "ents_per_type":{
       "TIME":{
-        "p":0.7403846154,
+        "p":0.7368421053,
         "r":0.7475728155,
-        "f":0.7439613527
+        "f":0.7421686747
       },
       "GPE":{
-        "p":0.7642691415,
-        "r":0.8049853372,
-        "f":0.784099024
+        "p":0.7551676619,
+        "r":0.8035190616,
+        "f":0.778593417
       },
       "ORDINAL":{
-        "p":0.8587570621,
-        "r":0.8,
-        "f":0.8283378747
+        "p":0.8555555556,
+        "r":0.8105263158,
+        "f":0.8324324324
       },
       "FAC":{
-        "p":0.4375,
-        "r":0.3010752688,
-        "f":0.3566878981
-      },
-      "DATE":{
-        "p":0.7596606975,
-        "r":0.7988107037,
-        "f":0.7787439614
+        "p":0.4132231405,
+        "r":0.2688172043,
+        "f":0.325732899
       },
       "ORG":{
-        "p":0.6818950931,
-        "r":0.6133942161,
-        "f":0.6458333333
+        "p":0.6965998256,
+        "r":0.6080669711,
+        "f":0.6493295408
+      },
+      "DATE":{
+        "p":0.7602283539,
+        "r":0.7918731417,
+        "f":0.7757281553
       },
       "QUANTITY":{
-        "p":0.7766990291,
-        "r":0.5925925926,
-        "f":0.6722689076
+        "p":0.7545454545,
+        "r":0.6148148148,
+        "f":0.6775510204
       },
       "PERSON":{
-        "p":0.7967072298,
-        "r":0.7171391753,
-        "f":0.7548321465
-      },
-      "CARDINAL":{
-        "p":0.5830429733,
-        "r":0.5060483871,
-        "f":0.5418240691
+        "p":0.796886058,
+        "r":0.7255154639,
+        "f":0.7595278246
       },
       "LOC":{
-        "p":0.5061728395,
-        "r":0.3306451613,
-        "f":0.4
+        "p":0.5333333333,
+        "r":0.3440860215,
+        "f":0.4183006536
+      },
+      "CARDINAL":{
+        "p":0.585106383,
+        "r":0.4989919355,
+        "f":0.5386289445
       },
       "NORP":{
-        "p":0.6578947368,
-        "r":0.4201680672,
-        "f":0.5128205128
+        "p":0.6765676568,
+        "r":0.4306722689,
+        "f":0.5263157895
       },
       "WORK_OF_ART":{
-        "p":0.487804878,
-        "r":0.2666666667,
-        "f":0.3448275862
+        "p":0.4545454545,
+        "r":0.2333333333,
+        "f":0.3083700441
       },
       "MONEY":{
-        "p":0.9026548673,
-        "r":0.7555555556,
-        "f":0.8225806452
+        "p":0.9115044248,
+        "r":0.762962963,
+        "f":0.8306451613
       },
       "EVENT":{
-        "p":0.6483516484,
-        "r":0.4338235294,
-        "f":0.5198237885
+        "p":0.5666666667,
+        "r":0.375,
+        "f":0.4513274336
       },
       "PERCENT":{
-        "p":0.8734177215,
+        "p":0.8313253012,
         "r":0.8313253012,
-        "f":0.8518518519
+        "f":0.8313253012
       },
       "PRODUCT":{
         "p":0.0,
         "r":0.0,
         "f":0.0
       },
-      "LAW":{
-        "p":0.3076923077,
-        "r":0.0666666667,
-        "f":0.1095890411
-      },
       "LANGUAGE":{
-        "p":0.5555555556,
+        "p":0.4545454545,
         "r":0.5555555556,
-        "f":0.5555555556
+        "f":0.5
+      },
+      "LAW":{
+        "p":0.4090909091,
+        "r":0.15,
+        "f":0.2195121951
       }
     },
-    "speed":8841.6188314329
+    "speed":8247.398349126
   },
   "sources":[
     {

ner/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1352592753f9497119bbd90993d951046d133a2cb11c9b898a4f65b7f2689ea9
+oid sha256:1cb6c2037a491352e379b058bdde25d3a9d757880d098103e5469ad9ed8f6de1
 size 6154601

parser/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:851ac88bd6d8e2ad3768ebf21c787440acdcee67c06cb98a1da5a0635c06acd0
+oid sha256:d1296aaaca06ab10a25cd0f32e4915c07974bdf775d1b4953bd34b7159518d7a
 size 308728

senter/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:6d8ba3e5785749de675e2e860de9153782a4ffc7c2ed3a0a706ca900966bed31
+oid sha256:a67b5df4b15f2d00d957a0d20e43bb779eb7d2f2364c34de2115cac2a379f4b6
 size 190447

tagger/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e429a6df33ae81958592d59ed72941795ef615cac860f6a634fdda4885d748ba
+oid sha256:d038d3d944a7695eafae986a9e3571cd104dff6ee58842d958fd77cad6d854dd
 size 14785

tok2vec/model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e6cfa8038b26ce5d4ab54e046af1a26b8ab71efe2dfff80c2d8df626243ca5ad
-size 6009091
+oid sha256:03954e307f090899d8cacdc5a90f0d005c0232ca98957555b95a93dd46b0f3ad
+size 6139232

zh_core_web_sm-any-py3-none-any.whl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:72c89a79a722eeebae0a40eebb3f93c0a137629455a0cbc721c30ca133857d7e
-size 48397605
+oid sha256:50ec664cef64a095dd9ec7b9a1dba76814db10d72e4024249f9105ace8cb5ffa
+size 48516572