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UBIAI
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en_scibert_ScienceIE

Token Classification
spaCy
English
Eval Results
Model card Files Community
1
en_scibert_ScienceIE
File size: 1,131 Bytes 
8007060
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"en",
  "name":"scibert_ScienceIE",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.1.1,<3.2.0",
  "spacy_git_version":"ffaead8fe",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "MATERIAL",
      "PROCESS",
      "TASK"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "_sourced_vectors_hashes":{

  },
  "performance":{
    "ents_f":0.9907457812,
    "ents_p":0.9891304348,
    "ents_r":0.9923664122,
    "ents_per_type":{
      "MATERIAL":{
        "p":1.0,
        "r":0.994269341,
        "f":0.9971264368
      },
      "PROCESS":{
        "p":0.9847328244,
        "r":0.9923076923,
        "f":0.9885057471
      },
      "TASK":{
        "p":0.9777777778,
        "r":0.9887640449,
        "f":0.9832402235
      }
    },
    "transformer_loss":3702.4945985015,
    "ner_loss":2165.816607101
  },
  "requirements":[
    "spacy-transformers>=1.0.3,<1.1.0"
  ]
}