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Etietop
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en_pipeline

Token Classification
spaCy
English
ner
named entity recognition
job description named entity recognition
Eval Results
Model card Files Community
en_pipeline
File size: 1,664 Bytes 
4114c00
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"en",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.7.4,<3.8.0",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "ner":[
      "Certifications",
      "Duties and Responsibilities",
      "Education",
      "Experience",
      "Industry",
      "Job Title",
      "Skills",
      "Soft Skills",
      "Tools and Technologies"
    ]
  },
  "pipeline":[
    "tok2vec",
    "ner"
  ],
  "components":[
    "tok2vec",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9430596847,
    "ents_p":0.9006239689,
    "ents_r":1.0,
    "ents_per_type":{
      "Job Title":{
        "p":0.9285714286,
        "r":1.0,
        "f":0.9523809524
      },
      "Education":{
        "p":0.962962963,
        "r":1.0,
        "f":0.9777777778
      },
      "Experience":{
        "p":0.8147619048,
        "r":1.0,
        "f":0.8776710375
      },
      "Tools and Technologies":{
        "p":0.9444444444,
        "r":1.0,
        "f":0.9676767677
      },
      "Soft Skills":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "Duties and Responsibilities":{
        "p":0.865089456,
        "r":0.9090909091,
        "f":0.8852081896
      },
      "Skills":{
        "p":0.8904761905,
        "r":1.0,
        "f":0.9320987654
      },
      "Certifications":{
        "p":0.5,
        "r":0.5,
        "f":0.5
      }
    },
    "tok2vec_loss":4832.1659794435,
    "ner_loss":8584.7326485231
  },
  "requirements":[

  ]
}