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TrajanovRisto
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en_ner_esg

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_ner_esg
File size: 1,102 Bytes 
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{
  "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
      },
      "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"
  ]
}