Hugging Face's logo

Ishaan-Mehta26
/
en_legal_ner_pipeline

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_legal_ner_pipeline
File size: 2,381 Bytes 
2b7cdde
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
 
{
  "lang":"en",
  "name":"legal_ner_pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.6,<3.8.0",
  "spacy_git_version":"319e025",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "CASE_NUMBER",
      "COURT",
      "DATE",
      "GPE",
      "JUDGE",
      "LAWYER",
      "ORG",
      "OTHER_PERSON",
      "PETITIONER",
      "PRECEDENT",
      "PROVISION",
      "RESPONDENT",
      "STATUTE",
      "WITNESS"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7336078556,
    "ents_p":0.7563683867,
    "ents_r":0.7121771218,
    "ents_per_type":{
      "STATUTE":{
        "p":0.8894736842,
        "r":0.7612612613,
        "f":0.8203883495
      },
      "PRECEDENT":{
        "p":0.5621301775,
        "r":0.5367231638,
        "f":0.549132948
      },
      "JUDGE":{
        "p":0.6842105263,
        "r":0.8218390805,
        "f":0.7467362924
      },
      "GPE":{
        "p":0.6576576577,
        "r":0.4010989011,
        "f":0.4982935154
      },
      "OTHER_PERSON":{
        "p":0.593220339,
        "r":0.6363636364,
        "f":0.6140350877
      },
      "DATE":{
        "p":0.8070866142,
        "r":0.9360730594,
        "f":0.866807611
      },
      "PROVISION":{
        "p":0.9076305221,
        "r":0.8759689922,
        "f":0.8915187377
      },
      "CASE_NUMBER":{
        "p":0.5360824742,
        "r":0.4297520661,
        "f":0.4770642202
      },
      "COURT":{
        "p":0.8892857143,
        "r":0.8412162162,
        "f":0.8645833333
      },
      "ORG":{
        "p":0.5476190476,
        "r":0.4339622642,
        "f":0.4842105263
      },
      "LAWYER":{
        "p":0.8888888889,
        "r":0.8692699491,
        "f":0.8789699571
      },
      "RESPONDENT":{
        "p":0.7106227106,
        "r":0.6237942122,
        "f":0.6643835616
      },
      "PETITIONER":{
        "p":0.6702702703,
        "r":0.5876777251,
        "f":0.6262626263
      },
      "WITNESS":{
        "p":0.625,
        "r":0.5172413793,
        "f":0.5660377358
      }
    },
    "tok2vec_loss":4884.3950173355,
    "ner_loss":5486.988037725
  },
  "requirements":[

  ]
}