CoCalc -- meta.json

GitHub Repository: drgnfrts/Singapore-Locations-NER
Path: blob/main/models/loc_er/meta.json
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{
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  "lang":"en",
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  "name":"core_web_md",
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  "version":"3.2.0",
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  "spacy_version":">=3.2.0,<3.3.0",
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  "description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.",
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  "author":"Explosion",
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  "email":"[email protected]",
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  "url":"https://explosion.ai",
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  "license":"MIT",
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  "spacy_git_version":"bb26550e2",
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  "vectors":{
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    "width":300,
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    "vectors":20000,
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    "keys":684830,
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    "name":"en_vectors",
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    "mode":"default"
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  },
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  "labels":{
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    "tok2vec":[
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    ],
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    "tagger":[
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      "$",
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      "''",
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      ",",
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      "-LRB-",
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      "-RRB-",
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      ".",
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      ":",
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      "ADD",
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      "AFX",
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      "CC",
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      "CD",
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      "DT",
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      "EX",
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      "FW",
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      "HYPH",
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      "IN",
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      "JJ",
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      "JJR",
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      "JJS",
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      "LS",
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      "MD",
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      "NFP",
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      "NN",
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      "NNP",
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      "NNPS",
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      "NNS",
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      "PDT",
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      "POS",
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      "PRP",
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      "PRP$",
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      "RB",
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      "RBR",
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      "RBS",
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      "RP",
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      "SYM",
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      "TO",
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      "UH",
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      "VB",
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      "VBD",
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      "VBG",
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      "VBN",
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      "VBP",
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      "VBZ",
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      "WDT",
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      "WP",
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      "WP$",
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      "WRB",
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      "XX",
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      "``"
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    ],
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    "parser":[
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      "ROOT",
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      "acl",
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      "acomp",
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      "advcl",
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      "advmod",
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      "agent",
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      "amod",
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      "appos",
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      "attr",
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      "aux",
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      "auxpass",
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      "case",
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      "cc",
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      "ccomp",
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      "compound",
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      "conj",
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      "csubj",
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      "csubjpass",
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      "dative",
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      "dep",
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      "det",
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      "dobj",
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      "expl",
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      "intj",
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      "mark",
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      "meta",
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      "neg",
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      "nmod",
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      "npadvmod",
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      "nsubj",
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      "nsubjpass",
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      "nummod",
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      "oprd",
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      "parataxis",
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      "pcomp",
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      "pobj",
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      "poss",
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      "preconj",
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      "predet",
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      "prep",
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      "prt",
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      "punct",
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      "quantmod",
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      "relcl",
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      "xcomp"
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    ],
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    "senter":[
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      "I",
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      "S"
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    ],
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    "attribute_ruler":[
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    ],
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    "lemmatizer":[
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    ],
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    "entity_ruler":[
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      "LOC"
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    ],
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    "ner":[
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      "CARDINAL",
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      "DATE",
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      "EVENT",
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      "FAC",
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      "GPE",
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      "LANGUAGE",
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      "LAW",
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      "LOC",
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      "MONEY",
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      "NORP",
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      "ORDINAL",
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      "ORG",
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      "PERCENT",
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      "PERSON",
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      "PRODUCT",
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      "QUANTITY",
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      "TIME",
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      "WORK_OF_ART"
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    ]
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  },
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  "pipeline":[
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    "tok2vec",
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    "tagger",
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    "parser",
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    "attribute_ruler",
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    "lemmatizer",
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    "entity_ruler",
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    "ner"
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  ],
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  "components":[
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    "tok2vec",
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    "tagger",
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    "parser",
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    "senter",
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    "attribute_ruler",
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    "lemmatizer",
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    "entity_ruler",
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    "ner"
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  ],
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  "disabled":[
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    "senter"
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  ],
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  "performance":{
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    "token_acc":0.9993053983,
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    "token_p":0.9956742163,
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    "token_r":0.9957505887,
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    "token_f":0.9957124011,
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    "tag_acc":0.9736958159,
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    "sents_p":0.9144345238,
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    "sents_r":0.8918134442,
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    "sents_f":0.9029823331,
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    "dep_uas":0.9186827918,
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    "dep_las":0.9006556195,
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    "dep_las_per_type":{
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      "prep":{
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        "p":0.8569122175,
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        "r":0.8659836843,
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        "f":0.8614240691
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      },
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      "det":{
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        "p":0.9770765472,
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        "r":0.9784310528,
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        "f":0.9777533309
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      },
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      "pobj":{
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        "f":0.9648536056
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      },
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      "nsubj":{
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        "f":0.9526582837
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      },
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      "aux":{
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        "p":0.9797621161,
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        "f":0.9811991644
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      },
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      "advmod":{
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        "p":0.8561672709,
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        "r":0.8543664816,
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        "f":0.8552659283
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      },
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      "relcl":{
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        "f":0.772906935
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      },
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      "root":{
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        "p":0.9166215118,
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        "r":0.8927369879,
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        "f":0.9045216055
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      },
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      "xcomp":{
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        "p":0.8828097423,
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        "r":0.8977027997,
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        "f":0.8901939847
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      },
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      "amod":{
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      },
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      "compound":{
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        "f":0.924977203
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      },
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      "poss":{
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      },
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      "ccomp":{
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        "r":0.8423625255,
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        "f":0.8074970715
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      },
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      "attr":{
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      },
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      "case":{
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      },
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      "mark":{
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      },
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      "intj":{
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      },
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      "advcl":{
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        "f":0.666497333
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      },
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      "cc":{
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        "p":0.835978836,
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        "r":0.8314794881,
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        "f":0.8337230917
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      },
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      "neg":{
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        "f":0.9465
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      },
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      "conj":{
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        "f":0.7727892844
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      },
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      "nsubjpass":{
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        "p":0.9269311065,
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        "r":0.9107692308,
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        "f":0.9187790998
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      },
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      "auxpass":{
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        "p":0.9508050089,
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        "r":0.9685649203,
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      },
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      "dobj":{
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      },
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      "nummod":{
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        "p":0.9399338254,
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        "r":0.9325757576,
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        "f":0.9362403346
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      },
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      "npadvmod":{
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        "p":0.7793445122,
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        "r":0.7264653641,
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        "f":0.7519764663
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      },
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      "prt":{
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      },
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      "pcomp":{
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      },
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      "expl":{
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      },
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      "acl":{
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      },
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      "agent":{
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      "dative":{
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      },
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      "acomp":{
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      },
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      "dep":{
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        "p":0.3909465021,
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        "r":0.1542207792,
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        "f":0.2211874272
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      },
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      "csubj":{
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        "p":0.8098591549,
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        "r":0.6804733728,
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      },
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      "quantmod":{
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        "p":0.8739800544,
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        "r":0.7831031682,
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        "f":0.8260497001
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      },
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      "nmod":{
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        "p":0.7614457831,
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        "r":0.5776965265,
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        "f":0.656964657
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      },
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      "appos":{
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        "p":0.6850678733,
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        "r":0.6568329718,
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        "f":0.6706533776
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      },
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      "predet":{
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        "p":0.8467741935,
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        "r":0.9012875536,
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        "f":0.8731808732
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      },
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      "preconj":{
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        "f":0.5837837838
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      },
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      "oprd":{
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      },
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      "parataxis":{
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      },
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      "meta":{
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        "p":0.8,
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      },
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      "csubjpass":{
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        "p":0.5714285714,
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        "r":0.6666666667,
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        "f":0.6153846154
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      }
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    },
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    "ents_p":0.8531330602,
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    "ents_r":0.8448016827,
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    "ents_f":0.8489469314,
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    "ents_per_type":{
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      "DATE":{
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        "p":0.8645998102,
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        "r":0.8676190476,
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        "f":0.8661067977
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      },
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      "GPE":{
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        "p":0.9183846371,
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        "r":0.9071129707,
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        "f":0.9127140051
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      },
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      "ORDINAL":{
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        "p":0.7765363128,
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        "r":0.8633540373,
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        "f":0.8176470588
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      },
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      "PERSON":{
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        "p":0.8805737449,
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        "f":0.9006538032
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      },
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      "ORG":{
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        "p":0.8025329543,
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        "r":0.8231707317,
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        "f":0.8127208481
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      },
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      "QUANTITY":{
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        "p":0.7697841727,
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        "f":0.6666666667
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      },
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      "CARDINAL":{
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        "p":0.8279202279,
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        "r":0.8638525565,
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        "f":0.8455048007
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      },
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      "NORP":{
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        "p":0.9102667745,
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        "r":0.9008,
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        "f":0.905508645
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      },
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      "LOC":{
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        "p":0.7022058824,
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        "r":0.6082802548,
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        "f":0.6518771331
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      },
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      "FAC":{
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        "p":0.4122807018,
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        "f":0.3852459016
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      },
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      "TIME":{
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        "p":0.7450980392,
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        "r":0.6666666667,
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        "f":0.7037037037
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      },
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      "PRODUCT":{
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        "p":0.6376811594,
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        "r":0.2085308057,
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        "f":0.3142857143
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      },
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      "MONEY":{
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        "p":0.9027611044,
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        "r":0.8878394333,
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        "f":0.8952380952
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      },
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      "EVENT":{
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        "p":0.6043956044,
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        "r":0.316091954,
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        "f":0.4150943396
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      },
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      "WORK_OF_ART":{
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        "p":0.5317460317,
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        "r":0.3453608247,
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        "f":0.41875
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      },
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      "LAW":{
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        "p":0.4666666667,
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        "r":0.328125,
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        "f":0.3853211009
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      },
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      "PERCENT":{
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        "p":0.9090909091,
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        "r":0.8728943338,
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        "f":0.890625
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      },
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      "LANGUAGE":{
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        "p":0.6956521739,
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        "r":0.5,
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        "f":0.5818181818
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      }
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    },
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    "speed":7620.1455610511
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  },
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  "sources":[
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    {
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      "name":"OntoNotes 5",
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      "url":"https://catalog.ldc.upenn.edu/LDC2013T19",
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      "license":"commercial (licensed by Explosion)",
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      "author":"Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston"
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    },
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    {
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      "name":"ClearNLP Constituent-to-Dependency Conversion",
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      "url":"https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md",
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      "license":"Citation provided for reference, no code packaged with model",
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      "author":"Emory University"
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    },
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    {
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      "name":"WordNet 3.0",
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      "url":"https://wordnet.princeton.edu/",
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      "author":"Princeton University",
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      "license":"WordNet 3.0 License"
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    },
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    {
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      "name":"GloVe Common Crawl",
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      "url":"https://nlp.stanford.edu/projects/glove/",
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      "license":"Public Domain Dedication and License v1.0",
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      "author":"Jeffrey Pennington, Richard Socher, and Christopher D. Manning"
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    }
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  ],
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  "requirements":[
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  ]
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}
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