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ychafiqui
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fr_job_info_extr_fr

Token Classification
spaCy
French
ner
named entity recognition
information extraction
Eval Results
Model card Files Community
fr_job_info_extr_fr
File size: 1,657 Bytes 
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{
  "lang":"fr",
  "name":"job_info_extr_fr",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.1,<3.6.0",
  "spacy_git_version":"8153bd573",
  "vectors":{
    "width":300,
    "vectors":500000,
    "keys":500000,
    "name":"fr_vectors"
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "CONTRAT",
      "EDUCATION",
      "EXPERIENCE",
      "HARD-SKILL",
      "LANGUE",
      "POSTE",
      "SALAIRE",
      "SOFT-SKILL"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9610162917,
    "ents_p":0.9598062954,
    "ents_r":0.9622293427,
    "ents_per_type":{
      "POSTE":{
        "p":0.9810169492,
        "r":0.9783637593,
        "f":0.9796885579
      },
      "EDUCATION":{
        "p":0.9054263566,
        "r":0.9240506329,
        "f":0.9146436962
      },
      "HARD-SKILL":{
        "p":0.9433416046,
        "r":0.9508128387,
        "f":0.947062487
      },
      "SOFT-SKILL":{
        "p":0.9759615385,
        "r":0.9902439024,
        "f":0.9830508475
      },
      "LANGUE":{
        "p":0.9675425039,
        "r":0.9842767296,
        "f":0.97583788
      },
      "EXPERIENCE":{
        "p":0.827027027,
        "r":0.6860986547,
        "f":0.75
      },
      "CONTRAT":{
        "p":0.9931740614,
        "r":1.0,
        "f":0.9965753425
      },
      "SALAIRE":{
        "p":1.0,
        "r":0.96,
        "f":0.9795918367
      }
    },
    "tok2vec_loss":2193.7827701957,
    "ner_loss":687.5590734261
  },
  "requirements":[

  ]
}