| { | |
| "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":[ | |
| ] | |
| } |