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nicoladisabato
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en_roberta_fine_tuned_ner

Token Classification
spaCy
English
ner
named-entity-recognition
Eval Results
Model card Files Community
en_roberta_fine_tuned_ner
File size: 2,861 Bytes 
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{
  "lang":"en",
  "name":"roberta_fine_tuned_ner",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.5.0,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "CARDINAL",
      "DATE",
      "EVENT",
      "FAC",
      "GPE",
      "LANGUAGE",
      "LAW",
      "LOC",
      "MONEY",
      "NORP",
      "ORDINAL",
      "ORG",
      "PERCENT",
      "PERSON",
      "PRODUCT",
      "QUANTITY",
      "TIME",
      "WORK_OF_ART"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.8943712104,
    "ents_p":0.8937349752,
    "ents_r":0.8950083522,
    "ents_per_type":{
      "PERSON":{
        "p":0.944149766,
        "r":0.9566866899,
        "f":0.9503768844
      },
      "ORG":{
        "p":0.9056109072,
        "r":0.9094260137,
        "f":0.9075144509
      },
      "DATE":{
        "p":0.8725135624,
        "r":0.9024314214,
        "f":0.8872203494
      },
      "ORDINAL":{
        "p":0.784660767,
        "r":0.7940298507,
        "f":0.7893175074
      },
      "CARDINAL":{
        "p":0.8533412182,
        "r":0.8389534884,
        "f":0.8460861917
      },
      "LOC":{
        "p":0.8090614887,
        "r":0.7911392405,
        "f":0.8
      },
      "GPE":{
        "p":0.9264392324,
        "r":0.9525897506,
        "f":0.9393325226
      },
      "MONEY":{
        "p":0.9278106509,
        "r":0.919109027,
        "f":0.9234393404
      },
      "FAC":{
        "p":0.5785714286,
        "r":0.6090225564,
        "f":0.5934065934
      },
      "NORP":{
        "p":0.9180588703,
        "r":0.9036805012,
        "f":0.910812944
      },
      "WORK_OF_ART":{
        "p":0.6428571429,
        "r":0.5346534653,
        "f":0.5837837838
      },
      "QUANTITY":{
        "p":0.8486842105,
        "r":0.6789473684,
        "f":0.7543859649
      },
      "EVENT":{
        "p":0.7931034483,
        "r":0.6424581006,
        "f":0.7098765432
      },
      "PERCENT":{
        "p":0.9016897081,
        "r":0.8948170732,
        "f":0.8982402448
      },
      "TIME":{
        "p":0.7634408602,
        "r":0.7867036011,
        "f":0.7748976808
      },
      "LANGUAGE":{
        "p":0.9666666667,
        "r":0.8285714286,
        "f":0.8923076923
      },
      "LAW":{
        "p":0.6956521739,
        "r":0.7384615385,
        "f":0.7164179104
      },
      "PRODUCT":{
        "p":0.6984126984,
        "r":0.4112149533,
        "f":0.5176470588
      }
    },
    "transformer_loss":2948.2204917739,
    "ner_loss":3161.3377606778
  },
  "requirements":[
    "spacy-transformers>=1.2.2,<1.3.0"
  ]
}