{
  "lang":"en",
  "name":"legal_ner_sm",
  "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":{
    "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":{
  'strict_precision': 73.0435306885325,
  'strict_recall': 77.22955313316758,
  'strict_f1': 75.07823877544698,
    "model_performance":[
      {'entity': 'CASE_NUMBER',
  'strict_precision': 53.1585220500596,
  'strict_recall': 66.96696696696696,
  'strict_f1': 59.269102990033225,
  'partial_precision': 58.65792610250298,
  'partial_recall': 73.89489489489489,
  'partial_f1': 65.40066445182724},
 {'entity': 'COURT',
  'strict_precision': 85.45454545454545,
  'strict_recall': 87.27647867950482,
  'strict_f1': 86.35590336849268,
  'partial_precision': 89.63569023569023,
  'partial_recall': 91.54676753782668,
  'partial_f1': 90.58115005103777},
 {'entity': 'DATE',
  'strict_precision': 88.69630746043708,
  'strict_recall': 93.63564041368338,
  'strict_f1': 91.09907120743036,
  'partial_precision': 91.00452147701584,
  'partial_recall': 96.07239459029437,
  'partial_f1': 93.46981424148608},
 {'entity': 'GPE',
  'strict_precision': 49.32680538555692,
  'strict_recall': 74.76808905380334,
  'strict_f1': 59.43952802359882,
  'partial_precision': 50.67197062423501,
  'partial_recall': 76.80705009276438,
  'partial_f1': 61.06047197640118},
 {'entity': 'JUDGE',
  'strict_precision': 86.01307189542484,
  'strict_recall': 85.78878748370273,
  'strict_f1': 85.90078328981724,
  'partial_precision': 87.04313725490196,
  'partial_recall': 86.81616688396349,
  'partial_f1': 86.92950391644908},
 {'entity': 'LAWYER',
  'strict_precision': 88.74476987447699,
  'strict_recall': 91.65946413137424,
  'strict_f1': 90.17857142857144,
  'partial_precision': 90.49665271966528,
  'partial_recall': 93.46888504753672,
  'partial_f1': 91.95875850340136},
 {'entity': 'ORG',
  'strict_precision': 48.93410852713178,
  'strict_recall': 55.73951434878588,
  'strict_f1': 52.115583075335394,
  'partial_precision': 53.39244186046512,
  'partial_recall': 60.81788079470199,
  'partial_f1': 56.86377708978328},
 {'entity': 'OTHER_PERSON',
  'strict_precision': 61.97546804389929,
  'strict_recall': 66.66666666666667,
  'strict_f1': 64.23553027768486,
  'partial_precision': 64.04712717882505,
  'partial_recall': 68.8951388888889,
  'partial_f1': 66.38273670123787},
 {'entity': 'PETITIONER',
  'strict_precision': 57.62859633827376,
  'strict_recall': 59.28251121076233,
  'strict_f1': 58.44385499557913,
  'partial_precision': 60.40366172624237,
  'partial_recall': 62.1372197309417,
  'partial_f1': 61.258178603006186},
 {'entity': 'PRECEDENT',
  'strict_precision': 56.30026809651474,
  'strict_recall': 53.63984674329502,
  'strict_f1': 54.937867887508176,
  'partial_precision': 77.81501340482573,
  'partial_recall': 74.13793103448276,
  'partial_f1': 75.93198168737736},
 {'entity': 'PROVISION',
  'strict_precision': 89.98646820027064,
  'strict_recall': 89.2018779342723,
  'strict_f1': 89.59245537217919,
  'partial_precision': 93.78822733423546,
  'partial_recall': 92.97048960429242,
  'partial_f1': 93.37756820478276},
 {'entity': 'RESPONDENT',
  'strict_precision': 59.75189524465885,
  'strict_recall': 63.93805309734513,
  'strict_f1': 61.77413608835055,
  'partial_precision': 68.47415575465196,
  'partial_recall': 73.27138643067846,
  'partial_f1': 70.7915924474528},
 {'entity': 'STATUTE',
  'strict_precision': 86.09715242881072,
  'strict_recall': 81.20063191153238,
  'strict_f1': 83.57723577235772,
  'partial_precision': 88.74958123953098,
  'partial_recall': 83.70221169036336,
  'partial_f1': 86.1520325203252},
 {'entity': 'WITNESS',
  'strict_precision': 73.77049180327869,
  'strict_recall': 81.08108108108108,
  'strict_f1': 77.25321888412017,
  'partial_precision': 75.06830601092896,
  'partial_recall': 82.50750750750751,
  'partial_f1': 78.61230329041489}
    ]
  },
  "requirements":[

  ]
}