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hjianganthony
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en_nerry_rel_trf_sentBert

Token Classification
spaCy
English
Eval Results
Model card Files Community
en_nerry_rel_trf_sentBert
File size: 1,276 Bytes 
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{
  "lang":"en",
  "name":"nerry_rel_trf_sentBert",
  "version":"2.1.0",
  "description":"RE with transformer (sentence bert)",
  "author":"HjAnthony",
  "email":"",
  "url":"",
  "license":"",
  "spacy_version":">=3.6.1,<3.7.0",
  "spacy_git_version":"458bc5f45",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "ner":[
      "CRIME",
      "PERSON",
      "PROCECUTION"
    ],
    "relation_extractor":[
      "INVOVLED_IN"
    ]
  },
  "pipeline":[
    "transformer",
    "ner",
    "relation_extractor"
  ],
  "components":[
    "transformer",
    "ner",
    "relation_extractor"
  ],
  "disabled":[

  ],
  "performance":{
    "ents_f":0.9615384615,
    "ents_p":0.9259259259,
    "ents_r":1.0,
    "ents_per_type":{
      "PERSON":{
        "p":0.8571428571,
        "r":1.0,
        "f":0.9230769231
      },
      "CRIME":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      },
      "PROCECUTION":{
        "p":1.0,
        "r":1.0,
        "f":1.0
      }
    },
    "rel_micro_p":0.8823529412,
    "rel_micro_r":1.0,
    "rel_micro_f":0.9375,
    "transformer_loss":0.0,
    "relation_extractor_loss":3.6690840069
  },
  "requirements":[
    "spacy-transformers>=1.3.2,<1.4.0"
  ]
}