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en_abbreviation_detection_roberta_lar

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_abbreviation_detection_roberta_lar
File size: 1,095 Bytes 
2490d69
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"en",
  "name":"abbreviation_detection_roberta_lar",
  "version":"0.0.0",
  "description":"",
  "author":"",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.2.1,<3.3.0",
  "spacy_git_version":"800737b41",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "AC",
      "LF",
      "O"
    ]
  },
  "pipeline":[
    "transformer",
    "ner"
  ],
  "components":[
    "transformer",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9528653083,
    "ents_p":0.9611772641,
    "ents_r":0.9446958783,
    "ents_per_type":{
      "O":{
        "p":0.9796899993,
        "r":0.9528481631,
        "f":0.9660826724
      },
      "AC":{
        "p":0.8514670187,
        "r":0.9071318392,
        "f":0.8784184514
      },
      "LF":{
        "p":0.7460621833,
        "r":0.8132581837,
        "f":0.7782123404
      }
    },
    "transformer_loss":2879.5216190164,
    "ner_loss":6089.5478641706
  },
  "requirements":[
    "spacy-transformers>=1.1.3,<1.2.0"
  ]
}