{
  "lang":"sv",
  "name":"pipeline",
  "version":"0.0.0",
  "description":"This is a transformer-based pipeline for Swedish, which includes tagger, parser, ner and lemmatizer modules. The model was trained on UD Treebanks and the SUC 3.0 dataset at the National Library of Sweden by KBLab. Warning: the lemmatizer is not based on a statistical model and its performance is a bit erratic, so use at your own risk!",
  "author":"KBLab",
  "email":"elena.fano@kb.se",
  "url":"https://kb-labb.github.io/",
  "license":"mit",
  "spacy_version":">=3.0.6,<3.1.0",
  "spacy_git_version":"91a3cab1c",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "tagger":[
      "ADJ",
      "ADP",
      "ADV",
      "AUX",
      "CCONJ",
      "DET",
      "INTJ",
      "NOUN",
      "NUM",
      "PART",
      "PRON",
      "PROPN",
      "PUNCT",
      "SCONJ",
      "SYM",
      "VERB",
      "X"
    ],
    "parser":[
      "ROOT",
      "acl",
      "acl:cleft",
      "acl:relcl",
      "advcl",
      "advmod",
      "amod",
      "appos",
      "aux",
      "aux:pass",
      "case",
      "cc",
      "ccomp",
      "compound",
      "compound:prt",
      "conj",
      "cop",
      "csubj",
      "dep",
      "det",
      "discourse",
      "dislocated",
      "expl",
      "fixed",
      "flat",
      "flat:name",
      "iobj",
      "mark",
      "nmod",
      "nmod:poss",
      "nsubj",
      "nsubj:pass",
      "nummod",
      "obj",
      "obl",
      "obl:agent",
      "parataxis",
      "punct",
      "xcomp"
    ],
    "transformer_ner":[

    ],
    "ner":[
      "EVN",
      "LOC",
      "LOC/LOC",
      "LOC/ORG",
      "LOC/PRS",
      "MSR",
      "OBJ",
      "ORG",
      "ORG/PRS",
      "PRS",
      "PRS/WRK",
      "TME",
      "WRK"
    ],
    "attribute_ruler":[

    ],
    "lemmatizer":[

    ]
  },
  "pipeline":[
    "transformer",
    "tagger",
    "parser",
    "transformer_ner",
    "ner",
    "attribute_ruler",
    "lemmatizer"
  ],
  "components":[
    "transformer",
    "tagger",
    "parser",
    "transformer_ner",
    "ner",
    "attribute_ruler",
    "lemmatizer"
  ],
  "disabled":[

  ],
  "performance":{
    "dep_las_per_type":{
      "nsubj":{
        "p":0.9362389023,
        "r":0.9411764706,
        "f":0.9387011936
      },
      "root":{
        "p":0.9250960307,
        "r":0.9407552083,
        "f":0.9328599096
      },
      "case":{
        "p":0.9461899603,
        "r":0.953073845,
        "f":0.9496194273
      },
      "det":{
        "p":0.9752342704,
        "r":0.976541555,
        "f":0.9758874749
      },
      "obl":{
        "p":0.8194130926,
        "r":0.829240434,
        "f":0.8242974737
      },
      "nsubj:pass":{
        "p":0.905511811,
        "r":0.905511811,
        "f":0.905511811
      },
      "acl:relcl":{
        "p":0.8390501319,
        "r":0.8548387097,
        "f":0.8468708389
      },
      "advmod":{
        "p":0.8364808844,
        "r":0.8578176665,
        "f":0.8470149254
      },
      "amod":{
        "p":0.9642160052,
        "r":0.9530546624,
        "f":0.9586028461
      },
      "obl:agent":{
        "p":0.5454545455,
        "r":0.6,
        "f":0.5714285714
      },
      "aux":{
        "p":0.9682320442,
        "r":0.972260749,
        "f":0.9702422145
      },
      "nmod:poss":{
        "p":0.9770642202,
        "r":0.97856049,
        "f":0.9778117827
      },
      "obj":{
        "p":0.9472182596,
        "r":0.9215822346,
        "f":0.9342244108
      },
      "nmod":{
        "p":0.7784926471,
        "r":0.7763519707,
        "f":0.7774208352
      },
      "mark":{
        "p":0.9313408724,
        "r":0.9194577352,
        "f":0.9253611557
      },
      "advcl":{
        "p":0.7108910891,
        "r":0.7108910891,
        "f":0.7108910891
      },
      "cop":{
        "p":0.8858921162,
        "r":0.9364035088,
        "f":0.9104477612
      },
      "xcomp":{
        "p":0.8351955307,
        "r":0.7400990099,
        "f":0.7847769029
      },
      "cc":{
        "p":0.9250440917,
        "r":0.9242290749,
        "f":0.9246364037
      },
      "conj":{
        "p":0.7889060092,
        "r":0.7810831426,
        "f":0.7849750862
      },
      "appos":{
        "p":0.4180327869,
        "r":0.4146341463,
        "f":0.4163265306
      },
      "acl":{
        "p":0.7630057803,
        "r":0.6470588235,
        "f":0.700265252
      },
      "iobj":{
        "p":0.813559322,
        "r":0.8,
        "f":0.8067226891
      },
      "compound:prt":{
        "p":0.8035714286,
        "r":0.7287449393,
        "f":0.7643312102
      },
      "fixed":{
        "p":0.8652849741,
        "r":0.7713625866,
        "f":0.8156288156
      },
      "parataxis":{
        "p":0.45,
        "r":0.525974026,
        "f":0.4850299401
      },
      "expl":{
        "p":0.6815286624,
        "r":0.7086092715,
        "f":0.6948051948
      },
      "csubj":{
        "p":0.6507936508,
        "r":0.640625,
        "f":0.6456692913
      },
      "dep":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "ccomp":{
        "p":0.7544642857,
        "r":0.8203883495,
        "f":0.7860465116
      },
      "nummod":{
        "p":0.8425925926,
        "r":0.8504672897,
        "f":0.8465116279
      },
      "aux:pass":{
        "p":0.9565217391,
        "r":0.5789473684,
        "f":0.7213114754
      },
      "dislocated":{
        "p":0.4791666667,
        "r":0.2804878049,
        "f":0.3538461538
      },
      "acl:cleft":{
        "p":0.5172413793,
        "r":0.8333333333,
        "f":0.6382978723
      },
      "flat:name":{
        "p":0.8333333333,
        "r":0.9090909091,
        "f":0.8695652174
      },
      "csubj:pass":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "discourse":{
        "p":0.7692307692,
        "r":0.6818181818,
        "f":0.7228915663
      },
      "orphan":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "vocative":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      },
      "flat":{
        "p":0.8681318681,
        "r":0.8404255319,
        "f":0.8540540541
      },
      "compound":{
        "p":0.5,
        "r":0.7272727273,
        "f":0.5925925926
      },
      "reparandum":{
        "p":0.0,
        "r":0.0,
        "f":0.0
      }
    },
    "sents_p":0.9212548015,
    "sents_r":0.9368489583,
    "tag_acc":0.9818079056,
    "dep_uas":0.9198832946,
    "dep_las":0.883373418,
    "sents_f":0.9289864429,
    "transformer_loss":3996.3977112946,
    "tagger_loss":304.7223157457,
    "parser_loss":17219.7631057223
  }
}