{
  "lang":"en",
  "name":"docusco_spacy_cd_trf",
  "version":"1.3",
  "description":"English pipeline for part-of-speech and rhetorical tagging using a smaller 'common dictionary'.",
  "author":"David Brown",
  "email":"dwb2@andrew.cmu.edu",
  "url":"https://docuscope.github.io",
  "license":"MIT",
  "spacy_version":">=3.7.4,<3.8.0",
  "spacy_git_version":"bff8725f4",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "transformer":[

    ],
    "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",
      "NN31",
      "NN32",
      "NN33",
      "NNA",
      "NNB",
      "NNL1",
      "NNL2",
      "NNO",
      "NNO2",
      "NNT1",
      "NNT131",
      "NNT132",
      "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",
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      "RG",
      "RG21",
      "RG22",
      "RG41",
      "RG42",
      "RG43",
      "RG44",
      "RGQ",
      "RGQV",
      "RGQV31",
      "RGQV32",
      "RGQV33",
      "RGR",
      "RGT",
      "RL",
      "RL21",
      "RL22",
      "RL31",
      "RL32",
      "RL33",
      "RP",
      "RPK",
      "RR",
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      "RR33",
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      "RR43",
      "RR44",
      "RR51",
      "RR52",
      "RR53",
      "RR54",
      "RR55",
      "RRQ",
      "RRQV",
      "RRQV31",
      "RRQV32",
      "RRQV33",
      "RRR",
      "RRT",
      "RT",
      "RT21",
      "RT22",
      "RT31",
      "RT32",
      "RT33",
      "RT41",
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      "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":[
      "ActorsAbstractions",
      "ActorsFirstPerson",
      "ActorsPeople",
      "ActorsPublicEntities",
      "CitationAuthority",
      "CitationControversy",
      "CitationNeutral",
      "ConfidenceHedged",
      "ConfidenceHigh",
      "OrganizationNarrative",
      "OrganizationReasoning",
      "PlanningFuture",
      "PlanningStrategy",
      "SentimentNegative",
      "SentimentPositive",
      "SignpostingAcademicWritingMoves",
      "SignpostingMetadiscourse",
      "StanceEmphatic",
      "StanceModerated"
    ]
  },
  "pipeline":[
    "transformer",
    "tagger",
    "ner"
  ],
  "components":[
    "transformer",
    "tagger",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
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    "ents_f":0.8986060124,
    "ents_p":0.8975978922,
    "ents_r":0.8996163997,
    "ents_per_type":{
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        "f":0.9359021772
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      "OrganizationNarrative":{
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        "r":0.9052289888,
        "f":0.901713382
      },
      "ConfidenceHedged":{
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        "r":0.925173412,
        "f":0.9192489282
      },
      "StanceEmphatic":{
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        "f":0.9234676931
      },
      "ActorsPeople":{
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        "f":0.9066716777
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      "SignpostingMetadiscourse":{
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        "r":0.9343999277,
        "f":0.9432133122
      },
      "PlanningStrategy":{
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        "r":0.8729657518,
        "f":0.8702179177
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      "OrganizationReasoning":{
        "p":0.9162113643,
        "r":0.913893106,
        "f":0.9150507669
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      "ActorsAbstractions":{
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        "r":0.9052445851,
        "f":0.9015460488
      },
      "SentimentPositive":{
        "p":0.8603518268,
        "r":0.8566270255,
        "f":0.8584853859
      },
      "SentimentNegative":{
        "p":0.8577821301,
        "r":0.8418267418,
        "f":0.8497295439
      },
      "CitationAuthority":{
        "p":0.8555627846,
        "r":0.8453873353,
        "f":0.8504446241
      },
      "StanceModerated":{
        "p":0.8848971874,
        "r":0.9246727587,
        "f":0.9043478261
      },
      "ConfidenceHigh":{
        "p":0.8963930348,
        "r":0.9093432591,
        "f":0.9028217093
      },
      "CitationControversy":{
        "p":0.8772563177,
        "r":0.9109653233,
        "f":0.8937931034
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      "CitationNeutral":{
        "p":0.9121713201,
        "r":0.9254675468,
        "f":0.9187713311
      },
      "PlanningFuture":{
        "p":0.891873065,
        "r":0.915613826,
        "f":0.9035875319
      },
      "ActorsPublicEntities":{
        "p":0.9129542262,
        "r":0.9113132257,
        "f":0.9121329879
      },
      "SignpostingAcademicWritingMoves":{
        "p":0.7986216171,
        "r":0.8133881185,
        "f":0.8059372349
      }
    },
    "transformer_loss":46711.3121389837,
    "tagger_loss":14058.3003581261,
    "ner_loss":41682.5447270232
  },
  "requirements":[
    "spacy-transformers>=1.3.5,<1.4.0"
  ]
}