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sr_SRPCNNEL

Token Classification
spaCy
Serbian
Eval Results
Model card Files Community
sr_SRPCNNEL
File size: 2,285 Bytes 
8023b17
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "lang":"sr",
  "name":"SRPCNNEL",
  "version":"1.0.0",
  "description":"Named Entity Linking model for Serbian language",
  "author":"Milica Ikoni\u0107 Ne\u0161i\u0107, Sa\u0161a Petalinkar, Ranka Stankovi\u0107,  Milo\u0161 Utvi\u0107, Olivera Kitanovi\u0107",
  "email":"milica.ikonic.nesic@fil.bg.ac.rs",
  "url":"https://tesla.rgf.bg.ac.rs/",
  "license":"",
  "spacy_version":">=3.5.2,<3.6.0",
  "spacy_git_version":"aea4a96f9",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "tagger":[
      "ADJ",
      "ADP",
      "ADV",
      "AUX",
      "CCONJ",
      "DET",
      "INTJ",
      "NOUN",
      "NUM",
      "PART",
      "PRON",
      "PROPN",
      "PUNCT",
      "SCONJ",
      "VERB",
      "X"
    ],
    "ner":[
      "DEMO",
      "EVENT",
      "LOC",
      "ORG",
      "PERS",
      "ROLE",
      "WORK"
    ],
    "sentencizer":[

    ],
    "entity_linker":[

    ]
  },
  "pipeline":[
    "tok2vec",
    "tagger",
    "ner",
    "sentencizer",
    "entity_linker"
  ],
  "components":[
    "tok2vec",
    "tagger",
    "ner",
    "sentencizer",
    "entity_linker"
  ],
  "disabled":[

  ],
  "performance":{
    "tag_acc":0.9648654551,
    "ents_f":0.9337571433,
    "ents_p":0.9334730579,
    "ents_r":0.9340414017,
    "ents_per_type":{
      "ROLE":{
        "p":0.8352234823,
        "r":0.8220617203,
        "f":0.8285903375
      },
      "PERS":{
        "p":0.97132572,
        "r":0.9787367104,
        "f":0.9750171329
      },
      "LOC":{
        "p":0.9330459041,
        "r":0.9696889826,
        "f":0.9510146051
      },
      "DEMO":{
        "p":0.8739903069,
        "r":0.8519685039,
        "f":0.8628389155
      },
      "ORG":{
        "p":0.7676282051,
        "r":0.6543715847,
        "f":0.7064896755
      },
      "WORK":{
        "p":0.65625,
        "r":0.2957746479,
        "f":0.4077669903
      },
      "EVENT":{
        "p":0.5555555556,
        "r":0.3125,
        "f":0.4
      }
    },
    "tok2vec_loss":2054.72206861,
    "tagger_loss":5028.4465362073,
    "ner_loss":1481.7050281455
  },
  "requirements":[

  ]
}