Update spaCy pipeline

.gitattributes

@@ -19,3 +19,5 @@
 *strings.json filter=lfs diff=lfs merge=lfs -text
 vectors filter=lfs diff=lfs merge=lfs -text
 model filter=lfs diff=lfs merge=lfs -text
+tokenizer/pkuseg_processors filter=lfs diff=lfs merge=lfs -text
+vocab/key2row filter=lfs diff=lfs merge=lfs -text

README.md

@@ -14,41 +14,41 @@ model-index:
     metrics:
     - name: NER Precision
       type: precision
-      value: 0.7214151828
+      value: 0.7221830158
     - name: NER Recall
       type: recall
-      value: 0.6767032967
+      value: 0.6747252747
     - name: NER F Score
       type: f_score
-      value: 0.6983442958
+      value: 0.6976479945
   - task:
       name: TAG
       type: token-classification
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.8993969506
+      value: 0.9008590446
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.7039979835
+      value: 0.7039779048
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.6522146335
+      value: 0.6517336371
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.7534931861
+      value: 0.7535180869
 ---
 ### Details: https://spacy.io/models/zh#zh_core_web_md
 
@@ -57,8 +57,8 @@ Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
 | Feature | Description |
 | --- | --- |
 | **Name** | `zh_core_web_md` |
-| **Version** | `3.3.0` |
-| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
+| **Version** | `3.4.0` |
+| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `tagger`, `parser`, `attribute_ruler`, `ner` |
 | **Components** | `tok2vec`, `tagger`, `parser`, `senter`, `attribute_ruler`, `ner` |
 | **Vectors** | 500000 keys, 20000 unique vectors (300 dimensions) |
@@ -70,11 +70,11 @@ Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
 
 <details>
 
-<summary>View label scheme (99 labels for 3 components)</summary>
+<summary>View label scheme (100 labels for 3 components)</summary>
 
 | Component | Labels |
 | --- | --- |
-| **`tagger`** | `AD`, `AS`, `BA`, `CC`, `CD`, `CS`, `DEC`, `DEG`, `DER`, `DEV`, `DT`, `ETC`, `FW`, `IJ`, `INF`, `JJ`, `LB`, `LC`, `M`, `MSP`, `NN`, `NR`, `NT`, `OD`, `ON`, `P`, `PN`, `PU`, `SB`, `SP`, `URL`, `VA`, `VC`, `VE`, `VV`, `X` |
+| **`tagger`** | `AD`, `AS`, `BA`, `CC`, `CD`, `CS`, `DEC`, `DEG`, `DER`, `DEV`, `DT`, `ETC`, `FW`, `IJ`, `INF`, `JJ`, `LB`, `LC`, `M`, `MSP`, `NN`, `NR`, `NT`, `OD`, `ON`, `P`, `PN`, `PU`, `SB`, `SP`, `URL`, `VA`, `VC`, `VE`, `VV`, `X`, `_SP` |
 | **`parser`** | `ROOT`, `acl`, `advcl:loc`, `advmod`, `advmod:dvp`, `advmod:loc`, `advmod:rcomp`, `amod`, `amod:ordmod`, `appos`, `aux:asp`, `aux:ba`, `aux:modal`, `aux:prtmod`, `auxpass`, `case`, `cc`, `ccomp`, `compound:nn`, `compound:vc`, `conj`, `cop`, `dep`, `det`, `discourse`, `dobj`, `etc`, `mark`, `mark:clf`, `name`, `neg`, `nmod`, `nmod:assmod`, `nmod:poss`, `nmod:prep`, `nmod:range`, `nmod:tmod`, `nmod:topic`, `nsubj`, `nsubj:xsubj`, `nsubjpass`, `nummod`, `parataxis:prnmod`, `punct`, `xcomp` |
 | **`ner`** | `CARDINAL`, `DATE`, `EVENT`, `FAC`, `GPE`, `LANGUAGE`, `LAW`, `LOC`, `MONEY`, `NORP`, `ORDINAL`, `ORG`, `PERCENT`, `PERSON`, `PRODUCT`, `QUANTITY`, `TIME`, `WORK_OF_ART` |
 
@@ -88,12 +88,12 @@ Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter,
 | `TOKEN_P` | 94.58 |
 | `TOKEN_R` | 91.36 |
 | `TOKEN_F` | 92.94 |
-| `TAG_ACC` | 89.94 |
-| `SENTS_P` | 78.18 |
-| `SENTS_R` | 72.72 |
+| `TAG_ACC` | 90.09 |
+| `SENTS_P` | 78.26 |
+| `SENTS_R` | 72.65 |
 | `SENTS_F` | 75.35 |
 | `DEP_UAS` | 70.40 |
-| `DEP_LAS` | 65.22 |
-| `ENTS_P` | 72.14 |
-| `ENTS_R` | 67.67 |
-| `ENTS_F` | 69.83 |
+| `DEP_LAS` | 65.17 |
+| `ENTS_P` | 72.22 |
+| `ENTS_R` | 67.47 |
+| `ENTS_F` | 69.76 |

accuracy.json

@@ -3,167 +3,167 @@
   "token_p": 0.9458325855,
   "token_r": 0.9136060443,
   "token_f": 0.9294400505,
-  "tag_acc": 0.8993969506,
-  "sents_p": 0.7818149275,
-  "sents_r": 0.7271516564,
-  "sents_f": 0.7534931861,
-  "dep_uas": 0.7039979835,
-  "dep_las": 0.6522146335,
+  "tag_acc": 0.9008590446,
+  "sents_p": 0.7826398852,
+  "sents_r": 0.7264857666,
+  "sents_f": 0.7535180869,
+  "dep_uas": 0.7039779048,
+  "dep_las": 0.6517336371,
   "dep_las_per_type": {
     "dep": {
-      "p": 0.479214123,
-      "r": 0.3401030615,
-      "f": 0.3978488269
+      "p": 0.4830434783,
+      "r": 0.3367687178,
+      "f": 0.3968565815
     },
     "case": {
-      "p": 0.81099213,
-      "r": 0.7621241513,
-      "f": 0.7857991124
+      "p": 0.8127335997,
+      "r": 0.7645489816,
+      "f": 0.7879052914
     },
     "nmod:tmod": {
-      "p": 0.7311258278,
-      "r": 0.7510204082,
-      "f": 0.7409395973
+      "p": 0.7217847769,
+      "r": 0.7482993197,
+      "f": 0.7348029392
     },
     "nummod": {
-      "p": 0.8237704918,
-      "r": 0.5356429047,
-      "f": 0.649172386
+      "p": 0.8354037267,
+      "r": 0.5376415723,
+      "f": 0.6542359141
     },
     "mark:clf": {
-      "p": 0.9305724726,
-      "r": 0.5699365908,
-      "f": 0.7069164932
+      "p": 0.9290479078,
+      "r": 0.5714285714,
+      "f": 0.7076212471
     },
     "auxpass": {
-      "p": 0.8548387097,
-      "r": 0.8594594595,
-      "f": 0.8571428571
+      "p": 0.8756756757,
+      "r": 0.8756756757,
+      "f": 0.8756756757
     },
     "nsubj": {
-      "p": 0.7813199842,
-      "r": 0.7285345781,
-      "f": 0.7540045767
+      "p": 0.7779833488,
+      "r": 0.7231298366,
+      "f": 0.7495543672
     },
     "acl": {
-      "p": 0.6691324815,
-      "r": 0.5518580144,
-      "f": 0.6048632219
+      "p": 0.6736703874,
+      "r": 0.5690515807,
+      "f": 0.6169573061
     },
     "advmod": {
-      "p": 0.8206363291,
-      "r": 0.7338472002,
-      "f": 0.7748189815
+      "p": 0.8179051484,
+      "r": 0.7311267286,
+      "f": 0.7720852286
     },
     "mark": {
-      "p": 0.7307514984,
-      "r": 0.69456617,
-      "f": 0.7121995057
+      "p": 0.7384830154,
+      "r": 0.6954425942,
+      "f": 0.7163168585
     },
     "xcomp": {
-      "p": 0.7686703097,
-      "r": 0.6872964169,
-      "f": 0.7257093723
+      "p": 0.7678244973,
+      "r": 0.6840390879,
+      "f": 0.7235142119
     },
     "nmod:assmod": {
-      "p": 0.761548471,
-      "r": 0.7286025521,
-      "f": 0.7447113091
+      "p": 0.7572123177,
+      "r": 0.7270463741,
+      "f": 0.7418228009
     },
     "det": {
-      "p": 0.8413848631,
-      "r": 0.6121851201,
-      "f": 0.7087148186
+      "p": 0.8389694042,
+      "r": 0.6104276508,
+      "f": 0.7066802306
     },
     "amod": {
-      "p": 0.7721057429,
-      "r": 0.6653574234,
-      "f": 0.7147679325
+      "p": 0.7720183486,
+      "r": 0.6610369207,
+      "f": 0.7122302158
     },
     "nmod:prep": {
-      "p": 0.6953619115,
-      "r": 0.5986085904,
-      "f": 0.6433680104
+      "p": 0.6889194769,
+      "r": 0.6055656382,
+      "f": 0.6445589182
     },
     "root": {
-      "p": 0.7341652486,
-      "r": 0.6464125187,
-      "f": 0.6875
+      "p": 0.74074777,
+      "r": 0.6497419677,
+      "f": 0.6922667613
     },
     "aux:prtmod": {
-      "p": 0.9032258065,
-      "r": 0.8,
-      "f": 0.8484848485
+      "p": 0.9392712551,
+      "r": 0.8285714286,
+      "f": 0.880455408
     },
     "compound:nn": {
-      "p": 0.7426056338,
-      "r": 0.7137055838,
-      "f": 0.7278688525
+      "p": 0.7327857393,
+      "r": 0.7094754653,
+      "f": 0.7209422283
     },
     "dobj": {
-      "p": 0.8030180107,
-      "r": 0.7330765812,
-      "f": 0.7664550101
+      "p": 0.8002915452,
+      "r": 0.7318915716,
+      "f": 0.7645647969
     },
     "ccomp": {
-      "p": 0.6494183714,
-      "r": 0.6294712286,
-      "f": 0.6392892399
+      "p": 0.6348892405,
+      "r": 0.6240279938,
+      "f": 0.6294117647
     },
     "advmod:rcomp": {
-      "p": 0.803125,
-      "r": 0.7119113573,
-      "f": 0.7547723935
+      "p": 0.8301282051,
+      "r": 0.7174515235,
+      "f": 0.7696879643
     },
     "nmod:topic": {
-      "p": 0.3718592965,
-      "r": 0.2402597403,
-      "f": 0.291913215
+      "p": 0.3196347032,
+      "r": 0.2272727273,
+      "f": 0.265654649
     },
     "cop": {
-      "p": 0.7485806975,
-      "r": 0.593951094,
-      "f": 0.6623609616
+      "p": 0.7382113821,
+      "r": 0.5842985843,
+      "f": 0.6522988506
     },
     "discourse": {
-      "p": 0.5652173913,
-      "r": 0.4933993399,
-      "f": 0.5268722467
+      "p": 0.5618604651,
+      "r": 0.498349835,
+      "f": 0.5282028859
     },
     "neg": {
-      "p": 0.8325859492,
+      "p": 0.8276374443,
       "r": 0.6623067776,
-      "f": 0.7377483444
+      "f": 0.7357992074
     },
     "aux:modal": {
-      "p": 0.8624733475,
-      "r": 0.8366080662,
-      "f": 0.849343832
+      "p": 0.8614072495,
+      "r": 0.83557394,
+      "f": 0.8482939633
     },
     "nmod": {
-      "p": 0.729468599,
-      "r": 0.6146540027,
-      "f": 0.6671575847
+      "p": 0.6971608833,
+      "r": 0.5997286296,
+      "f": 0.6447848286
     },
     "aux:ba": {
-      "p": 0.8287292818,
-      "r": 0.7978723404,
-      "f": 0.8130081301
+      "p": 0.8021978022,
+      "r": 0.7765957447,
+      "f": 0.7891891892
     },
     "advmod:loc": {
-      "p": 0.606741573,
-      "r": 0.4807121662,
-      "f": 0.5364238411
+      "p": 0.618852459,
+      "r": 0.4480712166,
+      "f": 0.5197934596
     },
     "aux:asp": {
-      "p": 0.9072249589,
-      "r": 0.8811802233,
-      "f": 0.894012945
+      "p": 0.9115702479,
+      "r": 0.879585327,
+      "f": 0.8952922078
     },
     "conj": {
-      "p": 0.4831861732,
-      "r": 0.4862003781,
-      "f": 0.4846885895
+      "p": 0.4956505295,
+      "r": 0.495463138,
+      "f": 0.495556816
     },
     "nsubjpass": {
       "p": 0.7674418605,
@@ -171,59 +171,59 @@
       "f": 0.7096774194
     },
     "compound:vc": {
-      "p": 0.4943181818,
-      "r": 0.4507772021,
-      "f": 0.4715447154
+      "p": 0.4491017964,
+      "r": 0.3886010363,
+      "f": 0.4166666667
     },
     "advcl:loc": {
-      "p": 0.511627907,
-      "r": 0.4714285714,
-      "f": 0.4907063197
+      "p": 0.4959349593,
+      "r": 0.4357142857,
+      "f": 0.463878327
     },
     "cc": {
-      "p": 0.7040913416,
-      "r": 0.6566104703,
-      "f": 0.6795224977
+      "p": 0.7056603774,
+      "r": 0.6637089618,
+      "f": 0.6840420668
     },
     "advmod:dvp": {
-      "p": 0.842519685,
-      "r": 0.6645962733,
-      "f": 0.7430555556
+      "p": 0.8217054264,
+      "r": 0.6583850932,
+      "f": 0.7310344828
+    },
+    "nmod:range": {
+      "p": 0.7442748092,
+      "r": 0.6543624161,
+      "f": 0.6964285714
     },
     "appos": {
-      "p": 0.8796992481,
+      "p": 0.8775,
       "r": 0.8068965517,
-      "f": 0.8417266187
+      "f": 0.8407185629
     },
     "nmod:poss": {
-      "p": 0.6904761905,
-      "r": 0.4296296296,
-      "f": 0.5296803653
+      "p": 0.6804123711,
+      "r": 0.4888888889,
+      "f": 0.5689655172
     },
     "name": {
-      "p": 0.6285714286,
-      "r": 0.4888888889,
-      "f": 0.55
+      "p": 0.6454545455,
+      "r": 0.5259259259,
+      "f": 0.5795918367
     },
     "nsubj:xsubj": {
       "p": 0.0,
       "r": 0.0,
       "f": 0.0
     },
-    "nmod:range": {
-      "p": 0.7366412214,
-      "r": 0.6476510067,
-      "f": 0.6892857143
-    },
     "parataxis:prnmod": {
-      "p": 0.53125,
-      "r": 0.1278195489,
-      "f": 0.2060606061
+      "p": 0.4444444444,
+      "r": 0.1203007519,
+      "f": 0.1893491124
     },
     "amod:ordmod": {
-      "p": 0.6037735849,
-      "r": 0.5,
-      "f": 0.547008547
+      "p": 0.5967741935,
+      "r": 0.578125,
+      "f": 0.5873015873
     },
     "erased": {
       "p": 0.0,
@@ -231,105 +231,105 @@
       "f": 0.0
     },
     "etc": {
-      "p": 0.9277108434,
-      "r": 0.9166666667,
-      "f": 0.9221556886
+      "p": 0.8735632184,
+      "r": 0.9047619048,
+      "f": 0.8888888889
     }
   },
-  "ents_p": 0.7214151828,
-  "ents_r": 0.6767032967,
-  "ents_f": 0.6983442958,
+  "ents_p": 0.7221830158,
+  "ents_r": 0.6747252747,
+  "ents_f": 0.6976479945,
   "ents_per_type": {
     "DATE": {
-      "p": 0.7714016933,
-      "r": 0.8126858276,
-      "f": 0.7915057915
+      "p": 0.7737983035,
+      "r": 0.8136769078,
+      "f": 0.793236715
     },
     "GPE": {
-      "p": 0.7518863737,
-      "r": 0.8279569892,
-      "f": 0.7880902535
+      "p": 0.7543546226,
+      "r": 0.8255131965,
+      "f": 0.7883313886
     },
     "ORDINAL": {
-      "p": 0.8934911243,
+      "p": 0.8531073446,
       "r": 0.7947368421,
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+      "f": 0.8228882834
     },
     "FAC": {
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-      "r": 0.3172043011,
-      "f": 0.3757961783
+      "p": 0.5428571429,
+      "r": 0.3064516129,
+      "f": 0.3917525773
     },
     "ORG": {
-      "p": 0.6854646545,
-      "r": 0.6567732116,
-      "f": 0.6708122814
+      "p": 0.6842961758,
+      "r": 0.6400304414,
+      "f": 0.6614235155
     },
     "LOC": {
-      "p": 0.528,
-      "r": 0.3548387097,
-      "f": 0.424437299
+      "p": 0.5247148289,
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+      "f": 0.4346456693
     },
     "QUANTITY": {
-      "p": 0.7619047619,
-      "r": 0.5925925926,
-      "f": 0.6666666667
-    },
-    "PERSON": {
-      "p": 0.7750841751,
-      "r": 0.7416237113,
-      "f": 0.7579848535
+      "p": 0.7477477477,
+      "r": 0.6148148148,
+      "f": 0.674796748
     },
     "CARDINAL": {
-      "p": 0.606271777,
-      "r": 0.5262096774,
-      "f": 0.5634106854
+      "p": 0.6025345622,
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+      "f": 0.5623655914
     },
-    "TIME": {
-      "p": 0.7512195122,
-      "r": 0.7475728155,
-      "f": 0.7493917275
+    "PERSON": {
+      "p": 0.7744708995,
+      "r": 0.7545103093,
+      "f": 0.7643603133
     },
     "NORP": {
-      "p": 0.6772151899,
-      "r": 0.4495798319,
-      "f": 0.5404040404
+      "p": 0.6803797468,
+      "r": 0.4516806723,
+      "f": 0.5429292929
     },
     "WORK_OF_ART": {
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-      "r": 0.3466666667,
-      "f": 0.4502164502
+      "p": 0.6075949367,
+      "r": 0.32,
+      "f": 0.4192139738
+    },
+    "TIME": {
+      "p": 0.7487922705,
+      "r": 0.7524271845,
+      "f": 0.7506053269
     },
     "MONEY": {
-      "p": 0.9565217391,
-      "r": 0.8148148148,
-      "f": 0.88
+      "p": 0.9396551724,
+      "r": 0.8074074074,
+      "f": 0.8685258964
     },
     "PERCENT": {
-      "p": 0.8117647059,
-      "r": 0.8313253012,
-      "f": 0.8214285714
+      "p": 0.8192771084,
+      "r": 0.8192771084,
+      "f": 0.8192771084
     },
     "EVENT": {
-      "p": 0.6037735849,
-      "r": 0.4705882353,
-      "f": 0.5289256198
+      "p": 0.5204081633,
+      "r": 0.375,
+      "f": 0.4358974359
     },
     "PRODUCT": {
-      "p": 0.2142857143,
-      "r": 0.0612244898,
-      "f": 0.0952380952
+      "p": 0.0,
+      "r": 0.0,
+      "f": 0.0
     },
     "LAW": {
-      "p": 0.4814814815,
+      "p": 0.5909090909,
       "r": 0.2166666667,
-      "f": 0.2988505747
+      "f": 0.3170731707
     },
     "LANGUAGE": {
-      "p": 0.5,
+      "p": 0.5384615385,
       "r": 0.7777777778,
-      "f": 0.6086956522
+      "f": 0.6363636364
     }
   },
-  "speed": 7209.1977233502
+  "speed": 8210.2192509121
 }

meta.json

@@ -1,14 +1,14 @@
 {
   "lang":"zh",
   "name":"core_web_md",
-  "version":"3.3.0",
+  "version":"3.4.0",
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