| { | |
| "lang":"en", | |
| "name":"ner_esg", | |
| "version":"0.0.0", | |
| "description":"", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_version":">=3.5.2,<3.6.0", | |
| "spacy_git_version":"Unknown", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "Environmental", | |
| "Governance", | |
| "Social" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9371146732, | |
| "ents_p":0.95, | |
| "ents_r":0.9245742092, | |
| "ents_per_type":{ | |
| "Governance":{ | |
| "p":0.9482758621, | |
| "r":0.9166666667, | |
| "f":0.9322033898 | |
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| "Environmental":{ | |
| "p":0.9532163743, | |
| "r":0.9588235294, | |
| "f":0.9560117302 | |
| }, | |
| "Social":{ | |
| "p":0.9469026549, | |
| "r":0.8842975207, | |
| "f":0.9145299145 | |
| } | |
| }, | |
| "transformer_loss":32.1334066729, | |
| "ner_loss":20.9687983321 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.2.3,<1.3.0" | |
| ] | |
| } |