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en_xlnet_res_pipeline

Token Classification
spaCy
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en_xlnet_res_pipeline
File size: 1,346 Bytes 
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{
  "lang":"en",
  "name":"xlnet_res_pipeline",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.1,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "degree",
      "experience",
      "majors",
      "publications",
      "skills"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.7274725275,
    "ents_p":0.6765457333,
    "ents_r":0.7866904337,
    "ents_per_type":{
      "experience":{
        "p":0.2589928058,
        "r":0.288,
        "f":0.2727272727
      },
      "degree":{
        "p":0.7073170732,
        "r":0.8130841121,
        "f":0.7565217391
      },
      "majors":{
        "p":0.7817258883,
        "r":0.8191489362,
        "f":0.8
      },
      "skills":{
        "p":0.6711522288,
        "r":0.8201438849,
        "f":0.7382053654
      },
      "publications":{
        "p":0.8709677419,
        "r":0.8852459016,
        "f":0.8780487805
      }
    },
    "transformer_loss":2262.4223817906,
    "ner_loss":51927.7637708305
  },
  "requirements":[
    "spacy-transformers>=1.2.2,<1.3.0"
  ]
}