| { | |
| "lang":"mk", | |
| "name":"core_news_md", | |
| "version":"3.1.0", | |
| "description":"Macedonian pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.1.0,<3.2.0", | |
| "spacy_git_version":"caba63b74", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":20000, | |
| "keys":274587, | |
| "name":"mk_vectors" | |
| }, | |
| "labels":{ | |
| "morphologizer":[ | |
| "POS=PROPN", | |
| "POS=AUX", | |
| "POS=ADJ", | |
| "POS=NOUN", | |
| "POS=ADP", | |
| "POS=PUNCT", | |
| "POS=CONJ", | |
| "POS=NUM", | |
| "POS=VERB", | |
| "POS=PRON", | |
| "POS=ADV", | |
| "POS=SCONJ", | |
| "POS=PART", | |
| "POS=SYM", | |
| "POS=X", | |
| "_", | |
| "POS=INTJ" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "advmod", | |
| "att", | |
| "aux", | |
| "cc", | |
| "dep", | |
| "det", | |
| "dobj", | |
| "iobj", | |
| "neg", | |
| "nsubj", | |
| "pobj", | |
| "poss", | |
| "pozm", | |
| "pozv", | |
| "prep", | |
| "punct", | |
| "relcl" | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ], | |
| "ner":[ | |
| "CARDINAL", | |
| "DATE", | |
| "EVENT", | |
| "FAC", | |
| "GPE", | |
| "LANGUAGE", | |
| "LAW", | |
| "LOC", | |
| "MONEY", | |
| "NORP", | |
| "ORDINAL", | |
| "ORG", | |
| "PERCENT", | |
| "PERSON", | |
| "PRODUCT", | |
| "QUANTITY", | |
| "TIME", | |
| "WORK_OF_ART" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "morphologizer", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "morphologizer", | |
| "parser", | |
| "senter", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":1.0, | |
| "pos_acc":0.9314809819, | |
| "sents_p":0.768115942, | |
| "sents_r":0.6883116883, | |
| "sents_f":0.7260273973, | |
| "speed":2817.6117268563, | |
| "dep_uas":0.68633235, | |
| "dep_las":0.5329400197, | |
| "dep_las_per_type":{ | |
| "nsubj":{ | |
| "p":0.6216216216, | |
| "r":0.6052631579, | |
| "f":0.6133333333 | |
| }, | |
| "root":{ | |
| "p":0.7536231884, | |
| "r":0.7428571429, | |
| "f":0.7482014388 | |
| }, | |
| "cc":{ | |
| "p":0.9473684211, | |
| "r":0.6428571429, | |
| "f":0.7659574468 | |
| }, | |
| "relcl":{ | |
| "p":0.4230769231, | |
| "r":0.4230769231, | |
| "f":0.4230769231 | |
| }, | |
| "pozm":{ | |
| "p":0.6666666667, | |
| "r":0.3636363636, | |
| "f":0.4705882353 | |
| }, | |
| "poss":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "aux":{ | |
| "p":0.5714285714, | |
| "r":0.6060606061, | |
| "f":0.5882352941 | |
| }, | |
| "prep":{ | |
| "p":0.696969697, | |
| "r":0.7666666667, | |
| "f":0.7301587302 | |
| }, | |
| "iobj":{ | |
| "p":0.1666666667, | |
| "r":0.125, | |
| "f":0.1428571429 | |
| }, | |
| "pozv":{ | |
| "p":0.3636363636, | |
| "r":0.2666666667, | |
| "f":0.3076923077 | |
| }, | |
| "quantmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "att":{ | |
| "p":0.7872340426, | |
| "r":0.7115384615, | |
| "f":0.7474747475 | |
| }, | |
| "det":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "num":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "dep":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "dobj":{ | |
| "p":0.4202898551, | |
| "r":0.4833333333, | |
| "f":0.4496124031 | |
| }, | |
| "ppdo":{ | |
| "p":0.7142857143, | |
| "r":0.3333333333, | |
| "f":0.4545454545 | |
| }, | |
| "neg":{ | |
| "p":0.4, | |
| "r":0.3636363636, | |
| "f":0.380952381 | |
| }, | |
| "pobj":{ | |
| "p":0.4473684211, | |
| "r":0.53125, | |
| "f":0.4857142857 | |
| }, | |
| "mwe":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "ppio":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "appos":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advcl":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "number":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "amod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "_":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "acl":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozn":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "pozk":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| }, | |
| "ents_p":0.7577586207, | |
| "ents_r":0.7480851064, | |
| "ents_f":0.7528907923, | |
| "ents_per_type":{ | |
| "GPE":{ | |
| "p":0.8639455782, | |
| "r":0.8985849057, | |
| "f":0.8809248555 | |
| }, | |
| "LOC":{ | |
| "p":0.7777777778, | |
| "r":0.5632183908, | |
| "f":0.6533333333 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.7027027027, | |
| "r":0.6341463415, | |
| "f":0.6666666667 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.6960784314, | |
| "r":0.7553191489, | |
| "f":0.7244897959 | |
| }, | |
| "NORP":{ | |
| "p":0.4666666667, | |
| "r":0.4307692308, | |
| "f":0.448 | |
| }, | |
| "DATE":{ | |
| "p":0.7755102041, | |
| "r":0.8028169014, | |
| "f":0.7889273356 | |
| }, | |
| "PERCENT":{ | |
| "p":0.9411764706, | |
| "r":1.0, | |
| "f":0.9696969697 | |
| }, | |
| "PERSON":{ | |
| "p":0.7785234899, | |
| "r":0.7733333333, | |
| "f":0.7759197324 | |
| }, | |
| "ORG":{ | |
| "p":0.546875, | |
| "r":0.7142857143, | |
| "f":0.6194690265 | |
| }, | |
| "MONEY":{ | |
| "p":0.5, | |
| "r":0.5, | |
| "f":0.5 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.4615384615, | |
| "r":0.5454545455, | |
| "f":0.5 | |
| }, | |
| "EVENT":{ | |
| "p":0.6111111111, | |
| "r":0.6470588235, | |
| "f":0.6285714286 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.5862068966, | |
| "r":0.4146341463, | |
| "f":0.4857142857 | |
| }, | |
| "TIME":{ | |
| "p":1.0, | |
| "r":0.8333333333, | |
| "f":0.9090909091 | |
| }, | |
| "FAC":{ | |
| "p":0.2222222222, | |
| "r":0.1, | |
| "f":0.1379310345 | |
| }, | |
| "LAW":{ | |
| "p":0.5, | |
| "r":0.3333333333, | |
| "f":0.4 | |
| }, | |
| "PRODUCT":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| } | |
| } | |
| }, | |
| "sources":[ | |
| { | |
| "name":"Macedonian Corpus", | |
| "url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" | |
| }, | |
| { | |
| "name":"Macedonian Corpus", | |
| "url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" | |
| }, | |
| { | |
| "name":"Macedonian Corpus", | |
| "url":"https://blog.netcetera.com/macedonian-spacy-f3c85484777f", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Damjan Zlatinov, Melanija Gerasimovska, Borijan Georgievski, Marija Todosovska" | |
| }, | |
| { | |
| "name":"spaCy lookups data", | |
| "author":"Explosion", | |
| "url":"https://github.com/explosion/spacy-lookups-data", | |
| "license":"MIT" | |
| }, | |
| { | |
| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
| "url":"https://spacy.io", | |
| "license":"CC0", | |
| "author":"Explosion" | |
| } | |
| ], | |
| "requirements":[ | |
| ] | |
| } |