ja_core_news_md / meta.json
Adriane Boyd
Update spaCy pipeline
62d5a10
{
"lang":"ja",
"name":"core_news_md",
"version":"3.4.0",
"description":"Japanese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler.",
"author":"Explosion",
"email":"contact@explosion.ai",
"url":"https://explosion.ai",
"license":"CC BY-SA 4.0",
"spacy_version":">=3.4.0,<3.5.0",
"spacy_git_version":"dd038b536",
"vectors":{
"width":300,
"vectors":20000,
"keys":480443,
"name":"ja_vectors"
},
"labels":{
"tok2vec":[
],
"morphologizer":[
"POS=NOUN",
"POS=ADP",
"POS=VERB",
"POS=SCONJ",
"POS=AUX",
"POS=PUNCT",
"POS=PART",
"POS=DET",
"POS=NUM",
"POS=ADV",
"POS=PRON",
"POS=ADJ",
"POS=PROPN",
"POS=CCONJ",
"POS=SYM",
"POS=NOUN|Polarity=Neg",
"POS=AUX|Polarity=Neg",
"POS=SPACE",
"POS=INTJ",
"POS=SCONJ|Polarity=Neg"
],
"parser":[
"ROOT",
"acl",
"advcl",
"advmod",
"amod",
"aux",
"case",
"cc",
"ccomp",
"compound",
"cop",
"csubj",
"dep",
"det",
"dislocated",
"fixed",
"mark",
"nmod",
"nsubj",
"nummod",
"obj",
"obl",
"punct"
],
"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",
"morphologizer",
"parser",
"attribute_ruler",
"ner"
],
"components":[
"tok2vec",
"morphologizer",
"parser",
"senter",
"attribute_ruler",
"ner"
],
"disabled":[
"senter"
],
"performance":{
"token_acc":0.9968649485,
"token_p":0.9764591282,
"token_r":0.9790021974,
"token_f":0.9777290092,
"pos_acc":0.9733311518,
"morph_acc":0.0,
"morph_micro_p":0.3401360544,
"morph_micro_r":0.9803921569,
"morph_micro_f":0.5050505051,
"morph_per_feat":{
"Polarity":{
"p":1.0,
"r":0.9803921569,
"f":0.9900990099
},
"Inflection":{
"p":0.0,
"r":0.0,
"f":0.0
},
"Reading":{
"p":0.0,
"r":0.0,
"f":0.0
}
},
"sents_p":0.9901380671,
"sents_r":0.9901380671,
"sents_f":0.9901380671,
"dep_uas":0.9198487032,
"dep_las":0.9061782838,
"dep_las_per_type":{
"cc":{
"p":0.7115384615,
"r":0.7708333333,
"f":0.74
},
"compound":{
"p":0.9336051252,
"r":0.9036076663,
"f":0.918361501
},
"obl":{
"p":0.8171500631,
"r":0.808988764,
"f":0.8130489335
},
"case":{
"p":0.9892720307,
"r":0.9810030395,
"f":0.9851201831
},
"dislocated":{
"p":0.6428571429,
"r":0.6923076923,
"f":0.6666666667
},
"nsubj":{
"p":0.8233009709,
"r":0.8138195777,
"f":0.8185328185
},
"nmod":{
"p":0.8746898263,
"r":0.8245614035,
"f":0.8488862131
},
"root":{
"p":0.9679358717,
"r":0.9526627219,
"f":0.9602385686
},
"aux":{
"p":0.9787037037,
"r":0.9814298979,
"f":0.980064905
},
"advcl":{
"p":0.6944444444,
"r":0.6741573034,
"f":0.6841505131
},
"mark":{
"p":0.9775967413,
"r":0.96,
"f":0.9687184662
},
"fixed":{
"p":0.9588550984,
"r":0.9745454545,
"f":0.9666366096
},
"acl":{
"p":0.8315334773,
"r":0.8461538462,
"f":0.8387799564
},
"obj":{
"p":0.9480122324,
"r":0.9365558912,
"f":0.9422492401
},
"nummod":{
"p":0.9805194805,
"r":0.8934911243,
"f":0.9349845201
},
"advmod":{
"p":0.6917293233,
"r":0.6571428571,
"f":0.673992674
},
"amod":{
"p":0.9642857143,
"r":0.7297297297,
"f":0.8307692308
},
"cop":{
"p":0.9523809524,
"r":0.9302325581,
"f":0.9411764706
},
"ccomp":{
"p":0.95,
"r":0.8636363636,
"f":0.9047619048
},
"det":{
"p":0.9615384615,
"r":0.9433962264,
"f":0.9523809524
},
"csubj":{
"p":0.7142857143,
"r":0.8333333333,
"f":0.7692307692
},
"dep":{
"p":0.2,
"r":0.1428571429,
"f":0.1666666667
}
},
"tag_acc":0.9712488769,
"lemma_acc":0.9670526831,
"ents_p":0.7244623656,
"ents_r":0.6779874214,
"ents_f":0.7004548408,
"ents_per_type":{
"DATE":{
"p":0.9545454545,
"r":0.9633027523,
"f":0.9589041096
},
"PERSON":{
"p":0.7152777778,
"r":0.7410071942,
"f":0.7279151943
},
"ORG":{
"p":0.6333333333,
"r":0.5547445255,
"f":0.5914396887
},
"TITLE_AFFIX":{
"p":0.8333333333,
"r":0.6666666667,
"f":0.7407407407
},
"GPE":{
"p":0.6741573034,
"r":0.6382978723,
"f":0.6557377049
},
"PRODUCT":{
"p":0.3636363636,
"r":0.2857142857,
"f":0.32
},
"TIME":{
"p":0.6666666667,
"r":1.0,
"f":0.8
},
"QUANTITY":{
"p":0.8194444444,
"r":0.8939393939,
"f":0.8550724638
},
"NORP":{
"p":0.72,
"r":0.5625,
"f":0.6315789474
},
"ORDINAL":{
"p":0.5833333333,
"r":0.6363636364,
"f":0.6086956522
},
"WORK_OF_ART":{
"p":0.6842105263,
"r":0.7647058824,
"f":0.7222222222
},
"FAC":{
"p":0.6538461538,
"r":0.4594594595,
"f":0.5396825397
},
"PERCENT":{
"p":1.0,
"r":0.2857142857,
"f":0.4444444444
},
"EVENT":{
"p":0.7368421053,
"r":0.5384615385,
"f":0.6222222222
},
"CARDINAL":{
"p":0.0,
"r":0.0,
"f":0.0
},
"LOC":{
"p":0.6153846154,
"r":0.8,
"f":0.6956521739
},
"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
},
"PET_NAME":{
"p":0.0,
"r":0.0,
"f":0.0
}
},
"speed":7222.6711221355
},
"sources":[
{
"name":"UD Japanese GSD v2.8",
"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 v2.8 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>=0.5.2,!=0.6.1",
"sudachidict-core>=20211220"
]
}