{ "lang":"ja", "name":"core_news_lg", "version":"3.1.0", "description":"Japanese pipeline optimized for CPU. Components: tok2vec, parser, senter, ner, attribute_ruler.", "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":480443, "keys":480443, "name":"ja_vectors" }, "labels":{ "tok2vec":[ ], "parser":[ "ROOT", "acl", "advcl", "advmod", "amod", "aux", "case", "cc", "ccomp", "compound", "cop", "csubj", "dep", "det", "dislocated", "fixed", "mark", "nmod", "nsubj", "nummod", "obj", "obl", "punct" ], "senter":[ "I", "S" ], "attribute_ruler":[ ], "ner":[ "CARDINAL", "DATE", "EVENT", "FAC", "GPE", "LANGUAGE", "LAW", "LOC", "MONEY", "MOVEMENT", "NORP", "ORDINAL", "ORG", "PERCENT", "PERSON", "PET_NAME", "PHONE", "PRODUCT", "QUANTITY", "TIME", "TITLE_AFFIX", "WORK_OF_ART" ] }, "pipeline":[ "tok2vec", "parser", "attribute_ruler", "ner" ], "components":[ "tok2vec", "parser", "senter", "attribute_ruler", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9968965945, "tag_acc":0.9721899386, "pos_acc":0.9639755682, "morph_acc":0.0, "dep_uas":0.9181002928, "dep_las":0.8998080263, "ents_p":0.760989011, "ents_r":0.7075351213, "ents_f":0.7332892124, "sents_p":0.9860557769, "sents_r":0.9880239521, "sents_f":0.9870388833, "speed":11674.7452722222, "morph_per_feat":{ "Polarity":{ "p":0.0, "r":0.0, "f":0.0 } }, "dep_las_per_type":{ "cc":{ "p":0.7872340426, "r":0.8043478261, "f":0.7956989247 }, "nummod":{ "p":0.9770114943, "r":0.8762886598, "f":0.9239130435 }, "compound":{ "p":0.9397972117, "r":0.9205462446, "f":0.9300721229 }, "obl":{ "p":0.7827102804, "r":0.8052884615, "f":0.7938388626 }, "case":{ "p":0.986533282, "r":0.9789996182, "f":0.9827520123 }, "dislocated":{ "p":0.5, "r":0.2105263158, "f":0.2962962963 }, "nmod":{ "p":0.8676092545, "r":0.813253012, "f":0.8395522388 }, "nsubj":{ "p":0.7950819672, "r":0.8083333333, "f":0.8016528926 }, "root":{ "p":0.9717171717, "r":0.9600798403, "f":0.9658634538 }, "aux":{ "p":0.9625090123, "r":0.9673913043, "f":0.9649439827 }, "advcl":{ "p":0.6802884615, "r":0.6596736597, "f":0.6698224852 }, "mark":{ "p":0.956, "r":0.9409448819, "f":0.9484126984 }, "acl":{ "p":0.7887931034, "r":0.8061674009, "f":0.7973856209 }, "obj":{ "p":0.950617284, "r":0.9390243902, "f":0.9447852761 }, "fixed":{ "p":0.9421052632, "r":0.9835164835, "f":0.9623655914 }, "advmod":{ "p":0.7045454545, "r":0.4920634921, "f":0.5794392523 }, "amod":{ "p":0.8888888889, "r":0.6, "f":0.7164179104 }, "cop":{ "p":0.9664804469, "r":0.9505494505, "f":0.9584487535 }, "ccomp":{ "p":0.9, "r":0.8181818182, "f":0.8571428571 }, "det":{ "p":0.9803921569, "r":0.9803921569, "f":0.9803921569 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "csubj":{ "p":0.8333333333, "r":0.7692307692, "f":0.8 } }, "ents_per_type":{ "DATE":{ "p":0.9626168224, "r":0.9537037037, "f":0.9581395349 }, "ORG":{ "p":0.6637931034, "r":0.5877862595, "f":0.6234817814 }, "PERSON":{ "p":0.780141844, "r":0.7913669065, "f":0.7857142857 }, "GPE":{ "p":0.6956521739, "r":0.6808510638, "f":0.688172043 }, "EVENT":{ "p":0.6666666667, "r":0.6153846154, "f":0.64 }, "PRODUCT":{ "p":0.5666666667, "r":0.4146341463, "f":0.4788732394 }, "TIME":{ "p":0.6666666667, "r":1.0, "f":0.8 }, "QUANTITY":{ "p":0.8970588235, "r":0.9242424242, "f":0.9104477612 }, "NORP":{ "p":0.7037037037, "r":0.59375, "f":0.6440677966 }, "TITLE_AFFIX":{ "p":0.8571428571, "r":0.6, "f":0.7058823529 }, "ORDINAL":{ "p":0.65, "r":0.6842105263, "f":0.6666666667 }, "WORK_OF_ART":{ "p":0.6875, "r":0.6470588235, "f":0.6666666667 }, "FAC":{ "p":0.5769230769, "r":0.4054054054, "f":0.4761904762 }, "PERCENT":{ "p":1.0, "r":0.4285714286, "f":0.6 }, "LOC":{ "p":0.6, "r":0.9, "f":0.72 }, "MOVEMENT":{ "p":0.3333333333, "r":0.2, "f":0.25 }, "LAW":{ "p":0.0, "r":0.0, "f":0.0 }, "MONEY":{ "p":1.0, "r":1.0, "f":1.0 }, "LANGUAGE":{ "p":1.0, "r":1.0, "f":1.0 }, "CARDINAL":{ "p":0.0, "r":0.0, "f":0.0 } } }, "sources":[ { "name":"UD Japanese GSD v2.6", "url":"https://github.com/UniversalDependencies/UD_Japanese-GSD", "license":"CC BY-SA 4.0", "author":"Omura, Mai; Miyao, Yusuke; Kanayama, Hiroshi; Matsuda, Hiroshi; Wakasa, Aya; Yamashita, Kayo; Asahara, Masayuki; Tanaka, Takaaki; Murawaki, Yugo; Matsumoto, Yuji; Mori, Shinsuke; Uematsu, Sumire; McDonald, Ryan; Nivre, Joakim; Zeman, Daniel" }, { "name":"UD Japanese GSD v2.6 NER", "url":"https://github.com/megagonlabs/UD_Japanese-GSD", "license":"CC BY-SA 4.0", "author":"Megagon Labs Tokyo" }, { "name":"chiVe: Japanese Word Embedding with Sudachi & NWJC (chive-1.1-mc90-500k)", "url":"https://github.com/WorksApplications/chiVe", "license":"Apache-2.0", "author":"Works Applications" } ], "requirements":[ "sudachipy>=0.4.9", "sudachidict-core>=20200330" ] }