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ychafiqui
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en_cv_info_extr

Token Classification
spaCy
English
cv
resume parsing
resume extraction
named entity recognition
resume
Eval Results
Model card Files Community
1
en_cv_info_extr
File size: 2,364 Bytes 
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{
  "lang":"en",
  "name":"cv_info_extr",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.1,<3.7.0",
  "spacy_git_version":"458bc5f45",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "ADDRESS",
      "CERTIFICATION",
      "EDUCATION",
      "EMAIL",
      "EXPERIENCE",
      "FNAME",
      "HOBBY",
      "HSKILL",
      "LANGUAGE",
      "LNAME",
      "PHONE",
      "PROFILE",
      "PROJECT",
      "SSKILL"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8198380567,
    "ents_p":0.8333333333,
    "ents_r":0.8067729084,
    "ents_per_type":{
      "EMAIL":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "PHONE":{
        "p":0.9230769231,
        "r":0.9230769231,
        "f":0.9230769231
      },
      "LANGUAGE":{
        "p":0.9642857143,
        "r":1.0,
        "f":0.9818181818
      },
      "HOBBY":{
        "p":0.8837209302,
        "r":0.8837209302,
        "f":0.8837209302
      },
      "LNAME":{
        "p":0.8846153846,
        "r":1.0,
        "f":0.9387755102
      },
      "HSKILL":{
        "p":0.8452380952,
        "r":0.7845303867,
        "f":0.8137535817
      },
      "EDUCATION":{
        "p":0.8095238095,
        "r":0.7727272727,
        "f":0.7906976744
      },
      "PROJECT":{
        "p":0.4545454545,
        "r":0.4166666667,
        "f":0.4347826087
      },
      "CERTIFICATION":{
        "p":0.5555555556,
        "r":0.5,
        "f":0.5263157895
      },
      "FNAME":{
        "p":0.8636363636,
        "r":0.8260869565,
        "f":0.8444444444
      },
      "PROFILE":{
        "p":0.9583333333,
        "r":0.9583333333,
        "f":0.9583333333
      },
      "SSKILL":{
        "p":0.8181818182,
        "r":0.9642857143,
        "f":0.8852459016
      },
      "EXPERIENCE":{
        "p":0.7222222222,
        "r":0.6046511628,
        "f":0.6582278481
      },
      "ADDRESS":{
        "p":0.875,
        "r":1.0,
        "f":0.9333333333
      }
    },
    "transformer_loss":14.7308589314,
    "ner_loss":2877.8487865488
  },
  "requirements":[
    "spacy-transformers>=1.3.4,<1.4.0"
  ]
}