{ "lang":"ja", "name":"core_news_sm", "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":0, "vectors":0, "keys":0, "name":null }, "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":0.916212877, "dep_las":0.894130554, "ents_p":0.7163232964, "ents_r":0.5772669221, "ents_f":0.639321075, "sents_p":0.9860557769, "sents_r":0.9880239521, "sents_f":0.9870388833, "speed":14745.6510174231, "morph_per_feat":{ "Polarity":{ "p":0.0, "r":0.0, "f":0.0 } }, "dep_las_per_type":{ "cc":{ "p":0.7659574468, "r":0.7826086957, "f":0.7741935484 }, "nummod":{ "p":0.9730769231, "r":0.8694158076, "f":0.9183303085 }, "compound":{ "p":0.9299242424, "r":0.9143389199, "f":0.9220657277 }, "obl":{ "p":0.7782857143, "r":0.8185096154, "f":0.7978910369 }, "case":{ "p":0.9808429119, "r":0.9774723177, "f":0.9791547141 }, "dislocated":{ "p":0.4285714286, "r":0.3157894737, "f":0.3636363636 }, "nmod":{ "p":0.8792650919, "r":0.8072289157, "f":0.8417085427 }, "nsubj":{ "p":0.8020833333, "r":0.8020833333, "f":0.8020833333 }, "root":{ "p":0.967611336, "r":0.9540918164, "f":0.9608040201 }, "aux":{ "p":0.9545454545, "r":0.9586956522, "f":0.9566160521 }, "advcl":{ "p":0.6402877698, "r":0.6223776224, "f":0.6312056738 }, "mark":{ "p":0.953815261, "r":0.9350393701, "f":0.944333996 }, "acl":{ "p":0.8161434978, "r":0.8017621145, "f":0.8088888889 }, "obj":{ "p":0.9254658385, "r":0.9085365854, "f":0.9169230769 }, "fixed":{ "p":0.9572192513, "r":0.9835164835, "f":0.9701897019 }, "advmod":{ "p":0.724137931, "r":0.5, "f":0.5915492958 }, "amod":{ "p":0.7941176471, "r":0.675, "f":0.7297297297 }, "cop":{ "p":0.9482758621, "r":0.9065934066, "f":0.9269662921 }, "ccomp":{ "p":0.9473684211, "r":0.8181818182, "f":0.8780487805 }, "det":{ "p":0.9607843137, "r":0.9607843137, "f":0.9607843137 }, "csubj":{ "p":0.8333333333, "r":0.7692307692, "f":0.8 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 } }, "ents_per_type":{ "DATE":{ "p":0.9272727273, "r":0.9444444444, "f":0.9357798165 }, "PERSON":{ "p":0.6464646465, "r":0.4604316547, "f":0.5378151261 }, "GPE":{ "p":0.6455696203, "r":0.5425531915, "f":0.5895953757 }, "PRODUCT":{ "p":0.55, "r":0.2682926829, "f":0.3606557377 }, "TIME":{ "p":0.6666666667, "r":1.0, "f":0.8 }, "QUANTITY":{ "p":0.9090909091, "r":0.9090909091, "f":0.9090909091 }, "NORP":{ "p":0.7826086957, "r":0.5625, "f":0.6545454545 }, "ORDINAL":{ "p":0.5909090909, "r":0.6842105263, "f":0.6341463415 }, "TITLE_AFFIX":{ "p":0.7647058824, "r":0.4333333333, "f":0.5531914894 }, "ORG":{ "p":0.504950495, "r":0.3893129771, "f":0.4396551724 }, "WORK_OF_ART":{ "p":0.7222222222, "r":0.7647058824, "f":0.7428571429 }, "PERCENT":{ "p":1.0, "r":0.4285714286, "f":0.6 }, "EVENT":{ "p":0.7619047619, "r":0.6153846154, "f":0.6808510638 }, "LOC":{ "p":0.6363636364, "r":0.7, "f":0.6666666667 }, "FAC":{ "p":0.6315789474, "r":0.3243243243, "f":0.4285714286 }, "MOVEMENT":{ "p":0.0, "r":0.0, "f":0.0 }, "LAW":{ "p":1.0, "r":0.3333333333, "f":0.5 }, "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" } ], "requirements":[ "sudachipy>=0.4.9", "sudachidict-core>=20200330" ] }