| { | |
| "lang":"mk", | |
| "name":"core_news_lg", | |
| "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":274587, | |
| "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":0.9328297815, | |
| "sents_p":0.7042253521, | |
| "sents_r":0.6493506494, | |
| "sents_f":0.6756756757, | |
| "speed":2724.4873933937, | |
| "dep_uas":0.6561886051, | |
| "dep_las":0.510805501, | |
| "dep_las_per_type":{ | |
| "nsubj":{ | |
| "p":0.5348837209, | |
| "r":0.6052631579, | |
| "f":0.5679012346 | |
| }, | |
| "root":{ | |
| "p":0.6478873239, | |
| "r":0.6571428571, | |
| "f":0.6524822695 | |
| }, | |
| "cc":{ | |
| "p":0.85, | |
| "r":0.6071428571, | |
| "f":0.7083333333 | |
| }, | |
| "relcl":{ | |
| "p":0.4, | |
| "r":0.3846153846, | |
| "f":0.3921568627 | |
| }, | |
| "pozm":{ | |
| "p":0.8, | |
| "r":0.3636363636, | |
| "f":0.5 | |
| }, | |
| "poss":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "aux":{ | |
| "p":0.5789473684, | |
| "r":0.6666666667, | |
| "f":0.6197183099 | |
| }, | |
| "prep":{ | |
| "p":0.7076923077, | |
| "r":0.7666666667, | |
| "f":0.736 | |
| }, | |
| "iobj":{ | |
| "p":0.1428571429, | |
| "r":0.125, | |
| "f":0.1333333333 | |
| }, | |
| "pozv":{ | |
| "p":0.4285714286, | |
| "r":0.2, | |
| "f":0.2727272727 | |
| }, | |
| "quantmod":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "att":{ | |
| "p":0.6727272727, | |
| "r":0.7115384615, | |
| "f":0.691588785 | |
| }, | |
| "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":0.4528301887, | |
| "r":0.4, | |
| "f":0.4247787611 | |
| }, | |
| "ppdo":{ | |
| "p":0.7142857143, | |
| "r":0.3333333333, | |
| "f":0.4545454545 | |
| }, | |
| "neg":{ | |
| "p":0.625, | |
| "r":0.4545454545, | |
| "f":0.5263157895 | |
| }, | |
| "pobj":{ | |
| "p":0.3902439024, | |
| "r":0.5, | |
| "f":0.4383561644 | |
| }, | |
| "mwe":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "ppio":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "appos":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "advmod":{ | |
| "p":0.5, | |
| "r":0.5, | |
| "f":0.5 | |
| }, | |
| "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":0.7549611734, | |
| "ents_r":0.7446808511, | |
| "ents_f":0.7497857755, | |
| "ents_per_type":{ | |
| "GPE":{ | |
| "p":0.8713318284, | |
| "r":0.9103773585, | |
| "f":0.8904267589 | |
| }, | |
| "LOC":{ | |
| "p":0.7419354839, | |
| "r":0.5287356322, | |
| "f":0.6174496644 | |
| }, | |
| "QUANTITY":{ | |
| "p":0.6, | |
| "r":0.512195122, | |
| "f":0.5526315789 | |
| }, | |
| "CARDINAL":{ | |
| "p":0.6847826087, | |
| "r":0.670212766, | |
| "f":0.6774193548 | |
| }, | |
| "NORP":{ | |
| "p":0.4827586207, | |
| "r":0.4307692308, | |
| "f":0.4552845528 | |
| }, | |
| "ORG":{ | |
| "p":0.53125, | |
| "r":0.693877551, | |
| "f":0.6017699115 | |
| }, | |
| "DATE":{ | |
| "p":0.7718120805, | |
| "r":0.8098591549, | |
| "f":0.7903780069 | |
| }, | |
| "TIME":{ | |
| "p":0.8333333333, | |
| "r":0.8333333333, | |
| "f":0.8333333333 | |
| }, | |
| "MONEY":{ | |
| "p":1.0, | |
| "r":0.5, | |
| "f":0.6666666667 | |
| }, | |
| "ORDINAL":{ | |
| "p":0.4285714286, | |
| "r":0.5454545455, | |
| "f":0.48 | |
| }, | |
| "PERCENT":{ | |
| "p":1.0, | |
| "r":0.9375, | |
| "f":0.9677419355 | |
| }, | |
| "PERSON":{ | |
| "p":0.8, | |
| "r":0.8266666667, | |
| "f":0.8131147541 | |
| }, | |
| "FAC":{ | |
| "p":0.0833333333, | |
| "r":0.05, | |
| "f":0.0625 | |
| }, | |
| "LANGUAGE":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "WORK_OF_ART":{ | |
| "p":0.6774193548, | |
| "r":0.512195122, | |
| "f":0.5833333333 | |
| }, | |
| "EVENT":{ | |
| "p":0.5294117647, | |
| "r":0.5294117647, | |
| "f":0.5294117647 | |
| }, | |
| "LAW":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "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":[ | |
| ] | |
| } |