{
  "lang":"en",
  "name":"legal_ner_trf",
  "version":"3.2.0",
  "description":"Indian Legal Named Entity Recognition: Identifying relevant entities in an Indian legal document",
  "author":"Aman Tiwari",
  "email":"aman.tiwari@thoughtworks.com",
  "url":"https://github.com/Legal-NLP-EkStep/legal_NER",
  "license":"MIT",
  "spacy_version":">=3.2.2,<3.3.0",
  "spacy_git_version":"bbaf41fb3",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

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

  ],
  "performance":{
  'strict_precision': 91.47473773061618,
  'strict_recall': 89.95612474801375,
  'strict_f1': 90.70907569054168,
    "model_performance":[
      {'entity': 'CASE_NUMBER',
  'strict_precision': 91.2883435582822,
  'strict_recall': 84.4494892167991,
  'strict_f1': 87.73584905660377,
  'partial_precision': 94.09693251533744,
  'partial_recall': 87.04767309875142,
  'partial_f1': 90.43514150943396},
 {'entity': 'COURT',
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  'strict_recall': 94.40052700922266,
  'strict_f1': 94.33838051349572,
  'partial_precision': 95.9375,
  'partial_recall': 96.06389986824767,
  'partial_f1': 96.00065832784726},
 {'entity': 'DATE',
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  'strict_recall': 91.9079435783222,
  'strict_f1': 92.52615844544096,
  'partial_precision': 98.34913468773514,
  'partial_recall': 97.03489235337788,
  'partial_f1': 97.68759342301942},
 {'entity': 'GPE',
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  'strict_recall': 81.42131979695432,
  'strict_f1': 86.00536193029492,
  'partial_precision': 94.42272727272729,
  'partial_recall': 84.35736040609137,
  'partial_f1': 89.10670241286864},
 {'entity': 'JUDGE',
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  'strict_recall': 97.24137931034484,
  'strict_f1': 95.46377792823291,
  'partial_precision': 94.77127659574468,
  'partial_recall': 98.30068965517242,
  'partial_f1': 96.50372376438726},
 {'entity': 'LAWYER',
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  'strict_recall': 95.3656462585034,
  'strict_f1': 94.322960470984,
  'partial_precision': 94.34276206322797,
  'partial_recall': 96.42857142857144,
  'partial_f1': 95.37426408746845},
 {'entity': 'ORG',
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  'strict_recall': 81.39931740614334,
  'strict_f1': 84.4621513944223,
  'partial_precision': 90.96320147194112,
  'partial_recall': 84.3660409556314,
  'partial_f1': 87.54050464807437},
 {'entity': 'OTHER_PERSON',
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  'strict_recall': 91.3135593220339,
  'strict_f1': 93.2227829848594,
  'partial_precision': 96.73490427098676,
  'partial_recall': 92.7725988700565,
  'partial_f1': 94.7123287671233},
 {'entity': 'PETITIONER',
  'strict_precision': 90.0,
  'strict_recall': 90.60987415295256,
  'strict_f1': 90.30390738060782,
  'partial_precision': 91.825,
  'partial_recall': 92.44724104549854,
  'partial_f1': 92.1350699469368},
 {'entity': 'PRECEDENT',
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  'strict_recall': 77.3696682464455,
  'strict_f1': 79.63414634146342,
  'partial_precision': 97.04020100502512,
  'partial_recall': 91.52132701421802,
  'partial_f1': 94.2},
 {'entity': 'PROVISION',
  'strict_precision': 95.85879158180585,
  'strict_recall': 94.44816053511704,
  'strict_f1': 95.14824797843664,
  'partial_precision': 97.91853360488798,
  'partial_recall': 96.47759197324416,
  'partial_f1': 97.19272237196766},
 {'entity': 'RESPONDENT',
  'strict_precision': 79.7923875432526,
  'strict_recall': 83.9766933721777,
  'strict_f1': 81.83108587650815,
  'partial_precision': 87.8076124567474,
  'partial_recall': 92.4122359796067,
  'partial_f1': 90.05110007097232},
 {'entity': 'STATUTE',
  'strict_precision': 96.864406779661,
  'strict_recall': 94.69759734879868,
  'strict_f1': 95.7687473816506,
  'partial_precision': 98.05762711864406,
  'partial_recall': 95.86412593206296,
  'partial_f1': 96.94847088395474},
 {'entity': 'WITNESS',
  'strict_precision': 91.3214990138067,
  'strict_recall': 89.38223938223938,
  'strict_f1': 90.34146341463416,
  'partial_precision': 91.3214990138067,
  'partial_recall': 89.38223938223938,
  'partial_f1': 90.34146341463416},
    ]
  },
  "requirements":[
    "spacy-transformers>=1.1.4,<1.2.0"
  ]
}