{
  "lang":"en",
  "name":"docusco_spacy",
  "version":"1.1",
  "description":"English pipeline for part-of-speech and rhetorical tagging.",
  "author":"David Brown",
  "email":"dwb2@andrew.cmu.edu",
  "url":"https://docuscope.github.io",
  "license":"MIT",
  "spacy_version":">=3.5.0,<3.6.0",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "tagger":[
      "APPGE",
      "AT",
      "AT1",
      "BCL21",
      "BCL22",
      "CC",
      "CCB",
      "CS",
      "CS21",
      "CS22",
      "CS31",
      "CS32",
      "CS33",
      "CS41",
      "CS42",
      "CS43",
      "CS44",
      "CSA",
      "CSN",
      "CST",
      "CSW",
      "CSW31",
      "CSW32",
      "CSW33",
      "DA",
      "DA1",
      "DA2",
      "DAR",
      "DAT",
      "DB",
      "DB2",
      "DD",
      "DD1",
      "DD2",
      "DDQ",
      "DDQGE",
      "DDQGE31",
      "DDQGE32",
      "DDQGE33",
      "DDQV",
      "DDQV31",
      "DDQV32",
      "DDQV33",
      "EX",
      "FO",
      "FU",
      "FW",
      "GE",
      "IF",
      "II",
      "II21",
      "II22",
      "II31",
      "II32",
      "II33",
      "II41",
      "II42",
      "II43",
      "II44",
      "IO",
      "IW",
      "JJ",
      "JJ21",
      "JJ22",
      "JJ31",
      "JJ32",
      "JJ33",
      "JJ41",
      "JJ42",
      "JJ43",
      "JJ44",
      "JJR",
      "JJT",
      "JK",
      "MC",
      "MC1",
      "MC2",
      "MC221",
      "MC222",
      "MCMC",
      "MD",
      "MF",
      "ND1",
      "NN",
      "NN1",
      "NN121",
      "NN122",
      "NN131",
      "NN132",
      "NN133",
      "NN141",
      "NN142",
      "NN143",
      "NN144",
      "NN2",
      "NN21",
      "NN22",
      "NN221",
      "NN222",
      "NN231",
      "NN232",
      "NN233",
      "NN31",
      "NN32",
      "NN33",
      "NNA",
      "NNB",
      "NNL1",
      "NNL2",
      "NNO",
      "NNO2",
      "NNT1",
      "NNT131",
      "NNT133",
      "NNT2",
      "NNU",
      "NNU1",
      "NNU2",
      "NNU21",
      "NNU22",
      "NNU221",
      "NNU222",
      "NP",
      "NP1",
      "NP2",
      "NPD1",
      "NPD2",
      "NPM1",
      "NPM2",
      "PN",
      "PN1",
      "PN121",
      "PN122",
      "PN21",
      "PN22",
      "PNQO",
      "PNQS",
      "PNQS31",
      "PNQS32",
      "PNQS33",
      "PNQV",
      "PNQV31",
      "PNQV32",
      "PNQV33",
      "PNX1",
      "PPGE",
      "PPH1",
      "PPHO1",
      "PPHO2",
      "PPHS1",
      "PPHS2",
      "PPIO1",
      "PPIO2",
      "PPIS1",
      "PPIS2",
      "PPX1",
      "PPX121",
      "PPX122",
      "PPX2",
      "PPX221",
      "PPX222",
      "PPY",
      "RA",
      "RA21",
      "RA22",
      "REX",
      "REX21",
      "REX22",
      "REX41",
      "REX42",
      "REX43",
      "REX44",
      "RG",
      "RG21",
      "RG22",
      "RG41",
      "RG42",
      "RG43",
      "RG44",
      "RGQ",
      "RGQV",
      "RGQV31",
      "RGQV32",
      "RGQV33",
      "RGR",
      "RGT",
      "RL",
      "RL21",
      "RL22",
      "RL31",
      "RL32",
      "RL33",
      "RP",
      "RPK",
      "RR",
      "RR21",
      "RR22",
      "RR31",
      "RR32",
      "RR33",
      "RR41",
      "RR42",
      "RR43",
      "RR44",
      "RR51",
      "RR52",
      "RR53",
      "RR54",
      "RR55",
      "RRQ",
      "RRQV",
      "RRQV31",
      "RRQV32",
      "RRQV33",
      "RRR",
      "RRT",
      "RT",
      "RT21",
      "RT22",
      "RT31",
      "RT32",
      "RT33",
      "RT41",
      "RT42",
      "RT43",
      "RT44",
      "TO",
      "UH",
      "UH21",
      "UH22",
      "UH31",
      "UH32",
      "UH33",
      "VB0",
      "VBDR",
      "VBDZ",
      "VBG",
      "VBI",
      "VBM",
      "VBN",
      "VBR",
      "VBZ",
      "VD0",
      "VDD",
      "VDG",
      "VDI",
      "VDN",
      "VDZ",
      "VH0",
      "VHD",
      "VHG",
      "VHI",
      "VHN",
      "VHZ",
      "VM",
      "VM21",
      "VM22",
      "VMK",
      "VV0",
      "VVD",
      "VVG",
      "VVGK",
      "VVI",
      "VVN",
      "VVNK",
      "VVZ",
      "XX",
      "Y",
      "ZZ1",
      "ZZ2",
      "ZZ221",
      "ZZ222"
    ],
    "ner":[
      "AcademicTerms",
      "AcademicWritingMoves",
      "Character",
      "Citation",
      "CitationAuthority",
      "CitationHedged",
      "ConfidenceHedged",
      "ConfidenceHigh",
      "ConfidenceLow",
      "Contingent",
      "Description",
      "Facilitate",
      "FirstPerson",
      "ForceStressed",
      "Future",
      "InformationChange",
      "InformationChangeNegative",
      "InformationChangePositive",
      "InformationExposition",
      "InformationPlace",
      "InformationReportVerbs",
      "InformationStates",
      "InformationTopics",
      "Inquiry",
      "Interactive",
      "MetadiscourseCohesive",
      "MetadiscourseInteractive",
      "Narrative",
      "Negative",
      "Positive",
      "PublicTerms",
      "Reasoning",
      "Responsibility",
      "Strategic",
      "Uncertainty",
      "Updates"
    ]
  },
  "pipeline":[
    "tok2vec",
    "tagger",
    "ner"
  ],
  "components":[
    "tok2vec",
    "tagger",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "tag_acc":0.9421614376,
    "ents_f":0.7902978234,
    "ents_p":0.7905337091,
    "ents_r":0.7900620784,
    "ents_per_type":{
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        "r":0.7684054754,
        "f":0.7930886354
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        "f":0.8461289112
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      "AcademicTerms":{
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        "r":0.8269208748,
        "f":0.8089390481
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      "ForceStressed":{
        "p":0.7889513438,
        "r":0.7872918493,
        "f":0.7881207229
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      "Character":{
        "p":0.8428886221,
        "r":0.8535599516,
        "f":0.8481907234
      },
      "Narrative":{
        "p":0.7941775374,
        "r":0.7763194725,
        "f":0.7851469732
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      "Strategic":{
        "p":0.7283594711,
        "r":0.7014251342,
        "f":0.7146386076
      },
      "MetadiscourseInteractive":{
        "p":0.8314383172,
        "r":0.6715646883,
        "f":0.7429986664
      },
      "Negative":{
        "p":0.7079502122,
        "r":0.6883289496,
        "f":0.6980017167
      },
      "Facilitate":{
        "p":0.7118275675,
        "r":0.6680265171,
        "f":0.6892318485
      },
      "Interactive":{
        "p":0.8448483369,
        "r":0.8406692585,
        "f":0.8427536169
      },
      "MetadiscourseCohesive":{
        "p":0.9115467032,
        "r":0.9314739034,
        "f":0.9214025743
      },
      "Description":{
        "p":0.718241746,
        "r":0.762914221,
        "f":0.7399043103
      },
      "PublicTerms":{
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        "r":0.7849799683,
        "f":0.8029149109
      },
      "Reasoning":{
        "p":0.8353065446,
        "r":0.7942001088,
        "f":0.8142348449
      },
      "Positive":{
        "p":0.7350608922,
        "r":0.6682026769,
        "f":0.7000390613
      },
      "Updates":{
        "p":0.7852616757,
        "r":0.7358698043,
        "f":0.759763851
      },
      "InformationTopics":{
        "p":0.8050484915,
        "r":0.8124731572,
        "f":0.8087437842
      },
      "ConfidenceHigh":{
        "p":0.729696785,
        "r":0.783668794,
        "f":0.7557203724
      },
      "Citation":{
        "p":0.7883380426,
        "r":0.7925112976,
        "f":0.7904191617
      },
      "Uncertainty":{
        "p":0.7364028777,
        "r":0.6471927162,
        "f":0.688921793
      },
      "InformationChange":{
        "p":0.715477206,
        "r":0.7237081775,
        "f":0.7195691545
      },
      "InformationReportVerbs":{
        "p":0.7432557524,
        "r":0.8043649374,
        "f":0.7726038695
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      "InformationStates":{
        "p":0.7881446908,
        "r":0.8930611381,
        "f":0.8373292341
      },
      "ConfidenceHedged":{
        "p":0.8401550734,
        "r":0.8841205084,
        "f":0.8615772774
      },
      "FirstPerson":{
        "p":0.8702371032,
        "r":0.8930348259,
        "f":0.8814885862
      },
      "Responsibility":{
        "p":0.7245780156,
        "r":0.6123869172,
        "f":0.6637752216
      },
      "Inquiry":{
        "p":0.672815534,
        "r":0.5904572565,
        "f":0.6289517471
      },
      "InformationChangeNegative":{
        "p":0.6999255398,
        "r":0.5277933745,
        "f":0.6017925736
      },
      "ConfidenceLow":{
        "p":0.796812749,
        "r":0.4750593824,
        "f":0.5952380952
      },
      "InformationPlace":{
        "p":0.8673478574,
        "r":0.8999579655,
        "f":0.8833520526
      },
      "Future":{
        "p":0.7551444043,
        "r":0.757468767,
        "f":0.7563047998
      },
      "AcademicWritingMoves":{
        "p":0.7072072072,
        "r":0.4272108844,
        "f":0.5326547922
      },
      "CitationHedged":{
        "p":0.7910447761,
        "r":0.9098712446,
        "f":0.8463073852
      },
      "CitationAuthority":{
        "p":0.7478653943,
        "r":0.5558044046,
        "f":0.6376873662
      },
      "InformationChangePositive":{
        "p":0.7891513561,
        "r":0.5254879114,
        "f":0.6308795244
      }
    },
    "tok2vec_loss":179393.8503061496,
    "tagger_loss":23980.277885437,
    "ner_loss":59873.5843254536
  },
  "requirements":[

  ]
}