| { | |
| "lang":"vi", | |
| "name":"udv25_vietnamesevtb_trf", | |
| "version":"0.0.1", | |
| "description":"UD v2.5 benchmarking pipeline for UD_Vietnamese-VTB", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.2.1,<3.3.0", | |
| "spacy_git_version":"800737b41", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "experimental_char_ner_tokenizer":[ | |
| "TOKEN" | |
| ], | |
| "transformer":[ | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "tagger":[ | |
| "!", | |
| "\"", | |
| ",", | |
| "-", | |
| ".", | |
| "...", | |
| ":", | |
| ";", | |
| "?", | |
| "@", | |
| "A", | |
| "C", | |
| "CC", | |
| "E", | |
| "I", | |
| "L", | |
| "LBKT", | |
| "M", | |
| "N", | |
| "NP", | |
| "Nb", | |
| "Nc", | |
| "Np", | |
| "Nu", | |
| "Ny", | |
| "P", | |
| "R", | |
| "RBKT", | |
| "T", | |
| "V", | |
| "VP", | |
| "X", | |
| "Y", | |
| "Z" | |
| ], | |
| "morphologizer":[ | |
| "POS=NOUN", | |
| "POS=ADP", | |
| "POS=X|Polarity=Neg", | |
| "POS=VERB", | |
| "POS=ADJ", | |
| "POS=PUNCT", | |
| "POS=X", | |
| "POS=SCONJ", | |
| "NumType=Card|POS=NUM", | |
| "POS=DET", | |
| "POS=CCONJ", | |
| "POS=PROPN", | |
| "POS=AUX", | |
| "POS=PART", | |
| "POS=INTJ" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "advcl", | |
| "advmod", | |
| "amod", | |
| "appos", | |
| "aux", | |
| "aux:pass", | |
| "case", | |
| "cc", | |
| "ccomp", | |
| "compound", | |
| "conj", | |
| "cop", | |
| "csubj", | |
| "dep", | |
| "det", | |
| "discourse", | |
| "iobj", | |
| "list", | |
| "mark", | |
| "nmod", | |
| "nsubj", | |
| "nummod", | |
| "obj", | |
| "obl", | |
| "parataxis", | |
| "punct", | |
| "xcomp" | |
| ], | |
| "experimental_edit_tree_lemmatizer":[ | |
| 0 | |
| ] | |
| }, | |
| "pipeline":[ | |
| "experimental_char_ner_tokenizer", | |
| "transformer", | |
| "tagger", | |
| "morphologizer", | |
| "parser", | |
| "experimental_edit_tree_lemmatizer" | |
| ], | |
| "components":[ | |
| "experimental_char_ner_tokenizer", | |
| "transformer", | |
| "senter", | |
| "tagger", | |
| "morphologizer", | |
| "parser", | |
| "experimental_edit_tree_lemmatizer" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "sources":[ | |
| { | |
| "name":"Universal Dependencies v2.5", | |
| "url":"https://lindat.mff.cuni.cz/repository/xmlui/handle/11234/1-3105", | |
| "author":"Zeman, Daniel; et al." | |
| } | |
| ], | |
| "performance":{ | |
| "token_f":0.8790426353, | |
| "token_p":0.8683898305, | |
| "token_r":0.8899600486, | |
| "token_acc":0.9842035036, | |
| "sents_f":0.943275972, | |
| "sents_p":0.9622886866, | |
| "sents_r":0.925, | |
| "tag_acc":0.8805048216, | |
| "pos_acc":0.9018631331, | |
| "morph_acc":0.9695345305, | |
| "morph_per_feat":{ | |
| "NumType":{ | |
| "p":1.0, | |
| "r":0.9409594096, | |
| "f":0.969581749 | |
| }, | |
| "Polarity":{ | |
| "p":1.0, | |
| "r":0.9932885906, | |
| "f":0.9966329966 | |
| } | |
| }, | |
| "dep_uas":0.6807696182, | |
| "dep_las":0.6063552526, | |
| "dep_las_per_type":{ | |
| "cc":{ | |
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| "r":0.5794979079, | |
| "f":0.6015200869 | |
| }, | |
| "nummod":{ | |
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| "r":0.8503937008, | |
| "f":0.8470588235 | |
| }, | |
| "compound":{ | |
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| "r":0.6251511487, | |
| "f":0.5911949686 | |
| }, | |
| "nsubj":{ | |
| "p":0.7237880496, | |
| "r":0.6881028939, | |
| "f":0.7054945055 | |
| }, | |
| "advmod":{ | |
| "p":0.843937575, | |
| "r":0.762472885, | |
| "f":0.8011396011 | |
| }, | |
| "root":{ | |
| "p":0.7582128778, | |
| "r":0.72125, | |
| "f":0.7392696989 | |
| }, | |
| "obj":{ | |
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| "r":0.5674536256, | |
| "f":0.6477382098 | |
| }, | |
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| "r":0.8164983165, | |
| "f":0.7797427653 | |
| }, | |
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| "f":0.5432692308 | |
| }, | |
| "xcomp":{ | |
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| "r":0.5648445874, | |
| "f":0.5579671784 | |
| }, | |
| "amod":{ | |
| "p":0.511627907, | |
| "r":0.4074074074, | |
| "f":0.4536082474 | |
| }, | |
| "nmod":{ | |
| "p":0.5875, | |
| "r":0.4159292035, | |
| "f":0.4870466321 | |
| }, | |
| "det":{ | |
| "p":0.8123393316, | |
| "r":0.7559808612, | |
| "f":0.7831474597 | |
| }, | |
| "aux:pass":{ | |
| "p":0.8360655738, | |
| "r":0.6144578313, | |
| "f":0.7083333333 | |
| }, | |
| "ccomp":{ | |
| "p":0.3333333333, | |
| "r":0.4194630872, | |
| "f":0.3714710253 | |
| }, | |
| "parataxis":{ | |
| "p":0.3555555556, | |
| "r":0.2461538462, | |
| "f":0.2909090909 | |
| }, | |
| "mark":{ | |
| "p":0.18, | |
| "r":0.1551724138, | |
| "f":0.1666666667 | |
| }, | |
| "iobj":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "cop":{ | |
| "p":0.7843137255, | |
| "r":0.8080808081, | |
| "f":0.7960199005 | |
| }, | |
| "csubj":{ | |
| "p":0.1538461538, | |
| "r":0.1379310345, | |
| "f":0.1454545455 | |
| }, | |
| "aux":{ | |
| "p":0.6071428571, | |
| "r":0.7906976744, | |
| "f":0.6868686869 | |
| }, | |
| "conj":{ | |
| "p":0.5621468927, | |
| "r":0.5012594458, | |
| "f":0.5299600533 | |
| }, | |
| "advcl":{ | |
| "p":0.2118644068, | |
| "r":0.2212389381, | |
| "f":0.2164502165 | |
| }, | |
| "dep":{ | |
| "p":0.1785714286, | |
| "r":0.1041666667, | |
| "f":0.1315789474 | |
| }, | |
| "discourse":{ | |
| "p":0.4716981132, | |
| "r":0.3048780488, | |
| "f":0.3703703704 | |
| }, | |
| "appos":{ | |
| "p":0.4615384615, | |
| "r":0.4, | |
| "f":0.4285714286 | |
| } | |
| }, | |
| "lemma_acc":0.8934519139 | |
| }, | |
| "requirements":[ | |
| "pyvi", | |
| "spacy-experimental>=0.2.0,<0.3.0", | |
| "spacy-transformers>=1.1.3,<1.2.0" | |
| ] | |
| } |