{ "lang":"ja", "name":"core_news_md", "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":20000, "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":0.9192898975, "dep_las":0.9005714286, "ents_p":0.7527932961, "ents_r":0.6883780332, "ents_f":0.7191460974, "sents_p":0.994, "sents_r":0.9920159681, "sents_f":0.993006993, "speed":13117.9406369597, "morph_per_feat":{ "Polarity":{ "p":0.0, "r":0.0, "f":0.0 } }, "dep_las_per_type":{ "cc":{ "p":0.829787234, "r":0.847826087, "f":0.8387096774 }, "nummod":{ "p":0.9806949807, "r":0.8728522337, "f":0.9236363636 }, "compound":{ "p":0.9418825016, "r":0.9255121043, "f":0.9336255479 }, "obl":{ "p":0.7983587339, "r":0.8185096154, "f":0.8083086053 }, "case":{ "p":0.9838709677, "r":0.9782359679, "f":0.9810453762 }, "dislocated":{ "p":0.5, "r":0.3157894737, "f":0.3870967742 }, "nmod":{ "p":0.8684546616, "r":0.8192771084, "f":0.843149411 }, "nsubj":{ "p":0.8020618557, "r":0.8104166667, "f":0.8062176166 }, "root":{ "p":0.9634888438, "r":0.9481037924, "f":0.9557344064 }, "aux":{ "p":0.9575844716, "r":0.9652173913, "f":0.9613857813 }, "advcl":{ "p":0.6797235023, "r":0.6876456876, "f":0.6836616454 }, "mark":{ "p":0.9575757576, "r":0.9330708661, "f":0.9451645065 }, "acl":{ "p":0.8216704289, "r":0.8017621145, "f":0.8115942029 }, "obj":{ "p":0.9320987654, "r":0.9207317073, "f":0.9263803681 }, "fixed":{ "p":0.9371727749, "r":0.9835164835, "f":0.9597855228 }, "advmod":{ "p":0.6823529412, "r":0.4603174603, "f":0.5497630332 }, "amod":{ "p":0.9259259259, "r":0.625, "f":0.7462686567 }, "cop":{ "p":0.9653179191, "r":0.9175824176, "f":0.9408450704 }, "ccomp":{ "p":0.95, "r":0.8636363636, "f":0.9047619048 }, "csubj":{ "p":0.5294117647, "r":0.6923076923, "f":0.6 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "det":{ "p":0.9607843137, "r":0.9607843137, "f":0.9607843137 } }, "ents_per_type":{ "DATE":{ "p":0.9622641509, "r":0.9444444444, "f":0.953271028 }, "PERSON":{ "p":0.7769784173, "r":0.7769784173, "f":0.7769784173 }, "ORG":{ "p":0.6052631579, "r":0.5267175573, "f":0.5632653061 }, "TITLE_AFFIX":{ "p":0.84, "r":0.7, "f":0.7636363636 }, "GPE":{ "p":0.6813186813, "r":0.6595744681, "f":0.6702702703 }, "PRODUCT":{ "p":0.4285714286, "r":0.3658536585, "f":0.3947368421 }, "TIME":{ "p":0.6666666667, "r":1.0, "f":0.8 }, "QUANTITY":{ "p":0.9242424242, "r":0.9242424242, "f":0.9242424242 }, "NORP":{ "p":0.7777777778, "r":0.65625, "f":0.7118644068 }, "ORDINAL":{ "p":0.6842105263, "r":0.6842105263, "f":0.6842105263 }, "WORK_OF_ART":{ "p":0.8571428571, "r":0.7058823529, "f":0.7741935484 }, "FAC":{ "p":0.5555555556, "r":0.4054054054, "f":0.46875 }, "EVENT":{ "p":0.8571428571, "r":0.4615384615, "f":0.6 }, "PERCENT":{ "p":1.0, "r":0.2857142857, "f":0.4444444444 }, "LOC":{ "p":0.5625, "r":0.9, "f":0.6923076923 }, "MOVEMENT":{ "p":0.0, "r":0.0, "f":0.0 }, "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" ] }