Hugging Face's logo

clairebarale
/
refugee_cases_ner

Model card Files Community
refugee_cases_ner
File size: 2,050 Bytes 
385847a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "spacy_version":">=3.4.1,<3.5.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":300,
    "vectors":514157,
    "keys":514157,
    "name":"en_vectors",
    "mode":"default"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "CLAIMANT_EVENT",
      "CLAIMANT_INFO",
      "CREDIBILITY",
      "DETERMINATION",
      "DOC_EVIDENCE",
      "EXPLANATION",
      "LAW",
      "LAW_CASE",
      "LAW_REPORT",
      "LEGAL_GROUND",
      "PROCEDURE"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.6607431341,
    "ents_p":0.6805324459,
    "ents_r":0.6420722135,
    "ents_per_type":{
      "DOC_EVIDENCE":{
        "p":0.7765957447,
        "r":0.7765957447,
        "f":0.7765957447
      },
      "LAW":{
        "p":0.3793103448,
        "r":0.4074074074,
        "f":0.3928571429
      },
      "CREDIBILITY":{
        "p":0.78,
        "r":0.7222222222,
        "f":0.75
      },
      "PROCEDURE":{
        "p":0.7075471698,
        "r":0.7142857143,
        "f":0.7109004739
      },
      "EXPLANATION":{
        "p":0.6101694915,
        "r":0.5373134328,
        "f":0.5714285714
      },
      "LEGAL_GROUND":{
        "p":0.5714285714,
        "r":0.4444444444,
        "f":0.5
      },
      "CLAIMANT_EVENT":{
        "p":0.6390532544,
        "r":0.6,
        "f":0.6189111748
      },
      "DETERMINATION":{
        "p":0.72,
        "r":0.5806451613,
        "f":0.6428571429
      },
      "LAW_REPORT":{
        "p":0.25,
        "r":0.3333333333,
        "f":0.2857142857
      },
      "CLAIMANT_INFO":{
        "p":0.8260869565,
        "r":0.7169811321,
        "f":0.7676767677
      },
      "LAW_CASE":{
        "p":0.625,
        "r":0.4545454545,
        "f":0.5263157895
      }
    },
    "tok2vec_loss":856.8601691485,
    "ner_loss":2308.8535412963
  }
}