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ko_core_news_md

Token Classification
spaCy
Korean
Eval Results
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{
"lang":"ko",
"name":"core_news_md",
"version":"3.7.0",
"description":"Korean pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.",
"author":"Explosion",
"email":"contact@explosion.ai",
"url":"https://explosion.ai",
"license":"CC BY-SA 4.0",
"spacy_version":">=3.7.0,<3.8.0",
"spacy_git_version":"6b4f77441",
"vectors":{
"width":300,
"vectors":50000,
"keys":-1,
"name":"ko_vectors"
},
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"ncpa+jca+jxc",
"ncpa+jca+jxc+jcm",
"ncpa+jca+jxc+jxc",
"ncpa+jca+jxc+jxt",
"ncpa+jca+jxt",
"ncpa+jcc",
"ncpa+jcj",
"ncpa+jcm",
"ncpa+jco",
"ncpa+jcr",
"ncpa+jcs",
"ncpa+jct",
"ncpa+jct+jcm",
"ncpa+jct+jxc",
"ncpa+jct+jxt",
"ncpa+jp+ecc",
"ncpa+jp+ecs",
"ncpa+jp+ecs+jxc",
"ncpa+jp+ecx",
"ncpa+jp+ecx+jxc",
"ncpa+jp+ef",
"ncpa+jp+ef+jca",
"ncpa+jp+ef+jco",
"ncpa+jp+ef+jcr",
"ncpa+jp+ef+jxc",
"ncpa+jp+ef+jxf",
"ncpa+jp+ep+ecc",
"ncpa+jp+ep+ecs",
"ncpa+jp+ep+ef",
"ncpa+jp+ep+ef+jca",
"ncpa+jp+ep+ef+jcr",
"ncpa+jp+ep+ef+jxt",
"ncpa+jp+ep+etm",
"ncpa+jp+ep+etn+jca",
"ncpa+jp+ep+etn+jca+jxc",
"ncpa+jp+ep+etn+jcs",
"ncpa+jp+etm",
"ncpa+jp+etn",
"ncpa+jp+etn+jca",
"ncpa+jp+etn+jca+jxt",
"ncpa+jp+etn+jco",
"ncpa+jp+etn+jcs",
"ncpa+jp+etn+jxc",
"ncpa+jp+etn+jxt",
"ncpa+jxc",
"ncpa+jxc+jca",
"ncpa+jxc+jca+jxc",
"ncpa+jxc+jca+jxt",
"ncpa+jxc+jcc",
"ncpa+jxc+jcm",
"ncpa+jxc+jco",
"ncpa+jxc+jcs",
"ncpa+jxc+jxc",
"ncpa+jxt",
"ncpa+jxt+jxc",
"ncpa+jxt+jxt",
"ncpa+nbn+jca",
"ncpa+nbn+jct",
"ncpa+nbn+jp+ef",
"ncpa+nbn+jp+ep+ef",
"ncpa+nbn+jp+etm",
"ncpa+nbn+jxc+jcc",
"ncpa+nbu+jca",
"ncpa+ncn",
"ncpa+ncn+jca",
"ncpa+ncn+jca+jcm",
"ncpa+ncn+jca+jxc",
"ncpa+ncn+jca+jxc+jcm",
"ncpa+ncn+jca+jxt",
"ncpa+ncn+jcc",
"ncpa+ncn+jcj",
"ncpa+ncn+jcm",
"ncpa+ncn+jco",
"ncpa+ncn+jcr",
"ncpa+ncn+jcs",
"ncpa+ncn+jct",
"ncpa+ncn+jct+jcm",
"ncpa+ncn+jct+jxc",
"ncpa+ncn+jp+ecc",
"ncpa+ncn+jp+ecs",
"ncpa+ncn+jp+ef",
"ncpa+ncn+jp+ef+jcr",
"ncpa+ncn+jp+ef+jcr+jxc",
"ncpa+ncn+jp+ep+ef",
"ncpa+ncn+jp+ep+etm",
"ncpa+ncn+jp+etm",
"ncpa+ncn+jp+etn+jca+jxt",
"ncpa+ncn+jp+etn+jco",
"ncpa+ncn+jp+etn+jxc",
"ncpa+ncn+jxc",
"ncpa+ncn+jxc+jcc",
"ncpa+ncn+jxc+jco",
"ncpa+ncn+jxt",
"ncpa+ncn+nbn",
"ncpa+ncn+ncn",
"ncpa+ncn+ncn+jca",
"ncpa+ncn+ncn+jca+jxt",
"ncpa+ncn+ncn+jcm",
"ncpa+ncn+ncn+jco",
"ncpa+ncn+ncn+jcs",
"ncpa+ncn+ncn+jp+ep+ef",
"ncpa+ncn+ncn+jp+etm",
"ncpa+ncn+ncn+jxt",
"ncpa+ncn+ncn+ncn",
"ncpa+ncn+ncn+xsn+jxt",
"ncpa+ncn+ncpa",
"ncpa+ncn+ncpa+jca",
"ncpa+ncn+ncpa+jcj",
"ncpa+ncn+ncpa+jco",
"ncpa+ncn+ncpa+ncn",
"ncpa+ncn+ncpa+ncn+jco",
"ncpa+ncn+xsn",
"ncpa+ncn+xsn+jca",
"ncpa+ncn+xsn+jca+jxc",
"ncpa+ncn+xsn+jcj",
"ncpa+ncn+xsn+jcm",
"ncpa+ncn+xsn+jco",
"ncpa+ncn+xsn+jcs",
"ncpa+ncn+xsn+jct",
"ncpa+ncn+xsn+jp+ep+ef",
"ncpa+ncn+xsn+jp+etm",
"ncpa+ncn+xsn+jxt",
"ncpa+ncpa",
"ncpa+ncpa+jca",
"ncpa+ncpa+jca+jcm",
"ncpa+ncpa+jca+jxc",
"ncpa+ncpa+jca+jxt",
"ncpa+ncpa+jcj",
"ncpa+ncpa+jcm",
"ncpa+ncpa+jco",
"ncpa+ncpa+jcs",
"ncpa+ncpa+jct",
"ncpa+ncpa+jct+jxc",
"ncpa+ncpa+jct+jxt",
"ncpa+ncpa+jp+ecc",
"ncpa+ncpa+jp+ecs",
"ncpa+ncpa+jp+ecx",
"ncpa+ncpa+jp+ef",
"ncpa+ncpa+jp+ef+jca",
"ncpa+ncpa+jp+ef+jcr",
"ncpa+ncpa+jp+ef+jcr+jxc",
"ncpa+ncpa+jp+ep+ecs",
"ncpa+ncpa+jp+etm",
"ncpa+ncpa+jxc",
"ncpa+ncpa+jxt",
"ncpa+ncpa+ncn",
"ncpa+ncpa+ncn+jca",
"ncpa+ncpa+ncn+jcj",
"ncpa+ncpa+ncn+jcm",
"ncpa+ncpa+ncn+jco",
"ncpa+ncpa+ncn+jcs",
"ncpa+ncpa+ncn+jxt",
"ncpa+ncpa+ncpa+jcm",
"ncpa+ncpa+ncpa+jcs",
"ncpa+ncpa+ncpa+ncpa+jco",
"ncpa+ncpa+xsn",
"ncpa+ncpa+xsn+jca",
"ncpa+ncpa+xsn+jcj",
"ncpa+ncpa+xsn+jco",
"ncpa+ncpa+xsn+jcs",
"ncpa+ncpa+xsn+jxc",
"ncpa+ncpa+xsn+jxt",
"ncpa+ncpa+xsv+ecc",
"ncpa+ncpa+xsv+ecs",
"ncpa+ncpa+xsv+ef",
"ncpa+ncpa+xsv+ep+ef",
"ncpa+ncpa+xsv+ep+etm",
"ncpa+ncpa+xsv+etm",
"ncpa+ncpa+xsv+etn+jca",
"ncpa+ncps",
"ncpa+ncps+jca",
"ncpa+ncps+jcm",
"ncpa+ncps+jco",
"ncpa+ncps+jcs",
"ncpa+ncps+jxt",
"ncpa+ncps+xsm+etm",
"ncpa+nq+jca",
"ncpa+xsa",
"ncpa+xsn",
"ncpa+xsn+jca",
"ncpa+xsn+jca+jxc",
"ncpa+xsn+jca+jxt",
"ncpa+xsn+jcc",
"ncpa+xsn+jcj",
"ncpa+xsn+jcm",
"ncpa+xsn+jco",
"ncpa+xsn+jcs",
"ncpa+xsn+jct",
"ncpa+xsn+jp+ecc",
"ncpa+xsn+jp+ecs",
"ncpa+xsn+jp+ecs+jxc",
"ncpa+xsn+jp+ecx",
"ncpa+xsn+jp+ecx+jxt",
"ncpa+xsn+jp+ef",
"ncpa+xsn+jp+ef+jcr",
"ncpa+xsn+jp+ef+jxf",
"ncpa+xsn+jp+ep+ecc",
"ncpa+xsn+jp+ep+ef",
"ncpa+xsn+jp+ep+ef+jco",
"ncpa+xsn+jp+ep+ef+jcr",
"ncpa+xsn+jp+etm",
"ncpa+xsn+jp+etn",
"ncpa+xsn+jp+etn+jco",
"ncpa+xsn+jp+etn+jxc",
"ncpa+xsn+jxc",
"ncpa+xsn+jxt",
"ncpa+xsv+ecc",
"ncpa+xsv+ecc+jcm",
"ncpa+xsv+ecc+jxc",
"ncpa+xsv+ecc+jxt",
"ncpa+xsv+ecs",
"ncpa+xsv+ecs+jca",
"ncpa+xsv+ecs+jco",
"ncpa+xsv+ecs+jp+ef",
"ncpa+xsv+ecs+jxc",
"ncpa+xsv+ecs+jxc+jxt",
"ncpa+xsv+ecs+jxt",
"ncpa+xsv+ecx",
"ncpa+xsv+ecx+jco",
"ncpa+xsv+ecx+jxc",
"ncpa+xsv+ecx+jxt",
"ncpa+xsv+ecx+px+ecc",
"ncpa+xsv+ecx+px+ecs",
"ncpa+xsv+ecx+px+ecx",
"ncpa+xsv+ecx+px+ecx+jxc",
"ncpa+xsv+ecx+px+ecx+px+ecs",
"ncpa+xsv+ecx+px+ef",
"ncpa+xsv+ecx+px+ef+jcr",
"ncpa+xsv+ecx+px+ep+ecc",
"ncpa+xsv+ecx+px+ep+ecs",
"ncpa+xsv+ecx+px+ep+ef",
"ncpa+xsv+ecx+px+ep+ef+jcr",
"ncpa+xsv+ecx+px+ep+etm",
"ncpa+xsv+ecx+px+ep+etn+jca",
"ncpa+xsv+ecx+px+ep+etn+jco",
"ncpa+xsv+ecx+px+ep+etn+jxc",
"ncpa+xsv+ecx+px+ep+etn+jxt",
"ncpa+xsv+ecx+px+etm",
"ncpa+xsv+ecx+px+etn",
"ncpa+xsv+ecx+px+etn+jca",
"ncpa+xsv+ecx+px+etn+jco",
"ncpa+xsv+ef",
"ncpa+xsv+ef+jca",
"ncpa+xsv+ef+jcj",
"ncpa+xsv+ef+jcm",
"ncpa+xsv+ef+jco",
"ncpa+xsv+ef+jcr",
"ncpa+xsv+ef+jcr+jxt",
"ncpa+xsv+ef+jcs",
"ncpa+xsv+ef+jxc",
"ncpa+xsv+ef+jxf",
"ncpa+xsv+ef+jxt",
"ncpa+xsv+ep+ecc",
"ncpa+xsv+ep+ecs",
"ncpa+xsv+ep+ecs+jco",
"ncpa+xsv+ep+ecs+jxc",
"ncpa+xsv+ep+ecs+jxt",
"ncpa+xsv+ep+ecx",
"ncpa+xsv+ep+ecx+jxc",
"ncpa+xsv+ep+ef",
"ncpa+xsv+ep+ef+jca",
"ncpa+xsv+ep+ef+jca+jxt",
"ncpa+xsv+ep+ef+jco",
"ncpa+xsv+ep+ef+jcr",
"ncpa+xsv+ep+ef+jcr+jxc",
"ncpa+xsv+ep+ef+jcr+jxc+jxt",
"ncpa+xsv+ep+ef+jxc",
"ncpa+xsv+ep+ef+jxf",
"ncpa+xsv+ep+ef+jxt",
"ncpa+xsv+ep+ep+ecs",
"ncpa+xsv+ep+ep+ef",
"ncpa+xsv+ep+etm",
"ncpa+xsv+ep+etn",
"ncpa+xsv+ep+etn+jca",
"ncpa+xsv+ep+etn+jca+jxc",
"ncpa+xsv+ep+etn+jcj",
"ncpa+xsv+ep+etn+jco",
"ncpa+xsv+ep+etn+jcs",
"ncpa+xsv+ep+etn+jxt",
"ncpa+xsv+etm",
"ncpa+xsv+etn",
"ncpa+xsv+etn+jca",
"ncpa+xsv+etn+jca+jxc",
"ncpa+xsv+etn+jca+jxt",
"ncpa+xsv+etn+jco",
"ncpa+xsv+etn+jcs",
"ncpa+xsv+etn+jct",
"ncpa+xsv+etn+jxc",
"ncpa+xsv+etn+jxc+jcm",
"ncpa+xsv+etn+jxc+jcs",
"ncpa+xsv+etn+jxc+jxc",
"ncpa+xsv+etn+jxc+jxt",
"ncpa+xsv+etn+jxt",
"ncps",
"ncps+jca",
"ncps+jca+jcm",
"ncps+jca+jxc",
"ncps+jca+jxc+jcm",
"ncps+jcc",
"ncps+jcj",
"ncps+jcm",
"ncps+jco",
"ncps+jcs",
"ncps+jct",
"ncps+jct+jcm",
"ncps+jct+jxt",
"ncps+jp+ecc",
"ncps+jp+ecs",
"ncps+jp+ecs+jxt",
"ncps+jp+ef",
"ncps+jp+ef+jcr",
"ncps+jp+ep+ef",
"ncps+jp+ep+etn",
"ncps+jp+etm",
"ncps+jp+etn+jcs",
"ncps+jp+etn+jxt",
"ncps+jxc",
"ncps+jxc+jxc",
"ncps+jxt",
"ncps+nbn+jp+etm",
"ncps+nbn+jxc",
"ncps+ncn",
"ncps+ncn+jca",
"ncps+ncn+jca+jcm",
"ncps+ncn+jcm",
"ncps+ncn+jco",
"ncps+ncn+jcs",
"ncps+ncn+jct+jxt",
"ncps+ncn+jp+ef",
"ncps+ncn+jp+ef+jcr",
"ncps+ncn+jp+etm",
"ncps+ncn+jxc+jco",
"ncps+ncn+jxt",
"ncps+ncn+ncn",
"ncps+ncn+ncn+jca+jxc",
"ncps+ncn+ncn+jcm",
"ncps+ncn+ncn+jco",
"ncps+ncn+ncn+jxt",
"ncps+ncn+xsn",
"ncps+ncn+xsn+jca",
"ncps+ncn+xsn+jcj",
"ncps+ncn+xsn+jco",
"ncps+ncn+xsn+jp+ecc",
"ncps+ncn+xsn+jp+etm",
"ncps+ncpa",
"ncps+ncpa+jca",
"ncps+ncpa+jcc",
"ncps+ncpa+jcj",
"ncps+ncpa+jcm",
"ncps+ncpa+jco",
"ncps+ncpa+jcs",
"ncps+ncpa+jp+etm",
"ncps+ncpa+jxt",
"ncps+ncpa+xsv+etm",
"ncps+ncps+jca",
"ncps+ncps+jcm",
"ncps+ncps+xsm+ecc",
"ncps+ncps+xsm+ecs",
"ncps+ncps+xsm+etm",
"ncps+xsa",
"ncps+xsa+jxc",
"ncps+xsm+ecc",
"ncps+xsm+ecc+jxc",
"ncps+xsm+ecc+jxt",
"ncps+xsm+ecs",
"ncps+xsm+ecs+jxc",
"ncps+xsm+ecs+jxt",
"ncps+xsm+ecx",
"ncps+xsm+ecx+jcs",
"ncps+xsm+ecx+jxc",
"ncps+xsm+ecx+jxt",
"ncps+xsm+ecx+px+ecc",
"ncps+xsm+ecx+px+ecs",
"ncps+xsm+ecx+px+ecx",
"ncps+xsm+ecx+px+ecx+jxt",
"ncps+xsm+ecx+px+ef",
"ncps+xsm+ecx+px+ep+ecs",
"ncps+xsm+ecx+px+ep+ef",
"ncps+xsm+ecx+px+ep+etm",
"ncps+xsm+ecx+px+ep+etn+jco",
"ncps+xsm+ecx+px+etm",
"ncps+xsm+ecx+px+etn",
"ncps+xsm+ecx+px+etn+jca",
"ncps+xsm+ecx+px+etn+jcj",
"ncps+xsm+ecx+px+etn+jco",
"ncps+xsm+ef",
"ncps+xsm+ef+jco",
"ncps+xsm+ef+jcr",
"ncps+xsm+ef+jcr+jxc",
"ncps+xsm+ef+jcr+jxt",
"ncps+xsm+ef+jxf",
"ncps+xsm+ef+jxt",
"ncps+xsm+ep+ecc",
"ncps+xsm+ep+ecs",
"ncps+xsm+ep+ecs+etm",
"ncps+xsm+ep+ef",
"ncps+xsm+ep+ef+jco",
"ncps+xsm+ep+ef+jcr",
"ncps+xsm+ep+ef+jxf",
"ncps+xsm+ep+ep+ef",
"ncps+xsm+ep+etm",
"ncps+xsm+ep+etn",
"ncps+xsm+ep+etn+jxt",
"ncps+xsm+etm",
"ncps+xsm+etn",
"ncps+xsm+etn+jca",
"ncps+xsm+etn+jca+jxt",
"ncps+xsm+etn+jcj",
"ncps+xsm+etn+jcm",
"ncps+xsm+etn+jco",
"ncps+xsm+etn+jcs",
"ncps+xsm+etn+jct",
"ncps+xsm+etn+jct+jcm",
"ncps+xsm+etn+jp+ef+jcr",
"ncps+xsm+etn+jp+etm",
"ncps+xsm+etn+jxc",
"ncps+xsm+etn+jxc+jxt",
"ncps+xsm+etn+jxt",
"ncps+xsn",
"ncps+xsn+jca",
"ncps+xsn+jca+jxt",
"ncps+xsn+jcm",
"ncps+xsn+jco",
"ncps+xsn+jcs",
"ncps+xsn+jp+ecc",
"ncps+xsn+jp+ep+ecs",
"ncps+xsn+jp+etm",
"ncps+xsn+jxc",
"ncps+xsn+jxt",
"ncps+xsv+etm",
"nnc",
"nnc+f",
"nnc+f+jca",
"nnc+f+jp+ef",
"nnc+jca",
"nnc+jca+jxc",
"nnc+jca+jxt",
"nnc+jcc",
"nnc+jcj",
"nnc+jcm",
"nnc+jco",
"nnc+jcs",
"nnc+jp+ecc",
"nnc+jp+ecs",
"nnc+jp+ef",
"nnc+jp+ef+jcr",
"nnc+jp+ep+ef",
"nnc+jp+ep+etm",
"nnc+jp+etm",
"nnc+jp+etn+jca",
"nnc+jxc",
"nnc+jxt",
"nnc+nbn",
"nnc+nbn+jcm",
"nnc+nbn+jco",
"nnc+nbn+nbu+jcc",
"nnc+nbn+nbu+jcs",
"nnc+nbn+xsn",
"nnc+nbu",
"nnc+nbu+jca",
"nnc+nbu+jca+jxc",
"nnc+nbu+jcc",
"nnc+nbu+jcj",
"nnc+nbu+jcm",
"nnc+nbu+jco",
"nnc+nbu+jcs",
"nnc+nbu+jp+ef",
"nnc+nbu+jp+ef+jcr",
"nnc+nbu+jp+ep+ecs",
"nnc+nbu+jp+ep+ef",
"nnc+nbu+jp+etm",
"nnc+nbu+jxc",
"nnc+nbu+jxc+jcs",
"nnc+nbu+jxc+jxt",
"nnc+nbu+jxt",
"nnc+nbu+nbu",
"nnc+nbu+nbu+jcm",
"nnc+nbu+nbu+jp+ef+jcr",
"nnc+nbu+ncn",
"nnc+nbu+ncn+jca",
"nnc+nbu+ncn+jcj",
"nnc+nbu+ncn+jcm",
"nnc+nbu+ncn+jxc",
"nnc+nbu+xsn",
"nnc+nbu+xsn+jca",
"nnc+nbu+xsn+jcm",
"nnc+nbu+xsn+jco",
"nnc+nbu+xsn+jcs",
"nnc+nbu+xsn+jp+ecc",
"nnc+nbu+xsn+jp+ef",
"nnc+nbu+xsn+jxc",
"nnc+nbu+xsn+jxc+jcm",
"nnc+nbu+xsn+jxt",
"nnc+nbu+xsv+etm",
"nnc+ncn",
"nnc+ncn+jca",
"nnc+ncn+jca+jxt",
"nnc+ncn+jcj",
"nnc+ncn+jcm",
"nnc+ncn+jco",
"nnc+ncn+jcs",
"nnc+ncn+jct",
"nnc+ncn+jp+ef",
"nnc+ncn+jp+etm",
"nnc+ncn+jxc",
"nnc+ncn+jxt",
"nnc+ncn+nbu",
"nnc+ncn+nbu+xsn+jca",
"nnc+ncn+ncn+jca+jxt",
"nnc+ncn+ncn+xsn",
"nnc+ncn+nnc+nnc",
"nnc+ncn+xsn",
"nnc+ncn+xsn+jp+etm",
"nnc+ncn+xsn+jxt",
"nnc+ncpa",
"nnc+ncpa+jcs",
"nnc+nnc",
"nnc+nnc+jca",
"nnc+nnc+jca+jxt",
"nnc+nnc+jcm",
"nnc+nnc+jco",
"nnc+nnc+jp+ef",
"nnc+nnc+nbu",
"nnc+nnc+nbu+jca",
"nnc+nnc+nbu+jcc",
"nnc+nnc+nbu+jcm",
"nnc+nnc+nbu+jco",
"nnc+nnc+nbu+jcs",
"nnc+nnc+nbu+jp+ep+ef",
"nnc+nnc+nbu+jp+etm",
"nnc+nnc+nbu+jxc",
"nnc+nnc+nbu+xsn",
"nnc+nnc+nbu+xsn+jcm",
"nnc+nnc+nbu+xsn+jxc",
"nnc+nnc+ncn+jco",
"nnc+nnc+nnc",
"nnc+nnc+nnc+nnc",
"nnc+nnc+su+jp+ef",
"nnc+nnc+xsn",
"nnc+nnc+xsn+jcm",
"nnc+nnc+xsn+nbu+jca",
"nnc+nnc+xsn+nbu+jcm",
"nnc+nnc+xsn+nbu+jco",
"nnc+nnc+xsn+nbu+jcs",
"nnc+nno+nbu",
"nnc+nno+nbu+jcc",
"nnc+su",
"nnc+su+jca",
"nnc+su+jcm",
"nnc+su+jco",
"nnc+su+jcs",
"nnc+su+jxc",
"nnc+su+xsn",
"nnc+xsn",
"nnc+xsn+jca",
"nnc+xsn+jca+jxt",
"nnc+xsn+jcm",
"nnc+xsn+jco",
"nnc+xsn+jcs",
"nnc+xsn+jp+ef",
"nnc+xsn+jxc",
"nnc+xsn+nbn+jca",
"nnc+xsn+nbu",
"nnc+xsn+nbu+jca",
"nnc+xsn+nbu+jcm",
"nnc+xsn+nbu+jco",
"nnc+xsn+nbu+jcs",
"nnc+xsn+nnc+nbu",
"nnc+xsn+nnc+nbu+jcm",
"nno",
"nno+jca",
"nno+jca+jxt",
"nno+jcj",
"nno+jcm",
"nno+jco",
"nno+jcs",
"nno+jxt",
"nno+nbn",
"nno+nbn+jcm",
"nno+nbn+xsn",
"nno+nbu",
"nno+nbu+jca",
"nno+nbu+jca+jxc",
"nno+nbu+jca+jxt",
"nno+nbu+jcc",
"nno+nbu+jcj",
"nno+nbu+jcm",
"nno+nbu+jco",
"nno+nbu+jcs",
"nno+nbu+jct",
"nno+nbu+jp+ecc",
"nno+nbu+jp+ecs",
"nno+nbu+jp+ef",
"nno+nbu+jp+ep+ecc",
"nno+nbu+jp+ep+ecs",
"nno+nbu+jp+ep+ef",
"nno+nbu+jp+etm",
"nno+nbu+jxc",
"nno+nbu+jxc+jca",
"nno+nbu+jxc+jcm",
"nno+nbu+jxc+jp+ef",
"nno+nbu+jxc+jp+etm",
"nno+nbu+jxc+jxc",
"nno+nbu+jxc+jxt",
"nno+nbu+jxt",
"nno+nbu+nbu",
"nno+nbu+ncn",
"nno+nbu+ncn+jp+ep+ef",
"nno+nbu+ncn+ncn",
"nno+nbu+xsn",
"nno+nbu+xsn+jca",
"nno+nbu+xsn+jcc",
"nno+nbu+xsn+jcm",
"nno+nbu+xsn+jxc",
"nno+nbu+xsn+jxt",
"nno+ncn",
"nno+ncn+jca",
"nno+ncn+jca+jxc",
"nno+ncn+jca+jxt",
"nno+ncn+jcm",
"nno+ncn+jco",
"nno+ncn+jcs",
"nno+ncn+jct",
"nno+ncn+jp+ef",
"nno+ncn+jp+etm",
"nno+ncn+jxc",
"nno+ncn+jxc+jxt",
"nno+ncn+ncn+jp+etm",
"nno+ncn+xsn",
"nno+ncn+xsn+jca",
"nno+ncn+xsn+jp+ep+ef",
"nno+ncn+xsn+jp+etm",
"nno+ncpa+jp+ep+etn+jca+jxc",
"nno+nnc",
"nno+xsn",
"nno+xsn+jca",
"nno+xsn+jca+jxc",
"nno+xsn+jxc",
"nno+xsn+jxc+jcs",
"nno+xsn+nbu",
"nno+xsn+nbu+jcm",
"npd",
"npd+jca",
"npd+jca+jcm",
"npd+jca+jp+ef",
"npd+jca+jp+ef+jca",
"npd+jca+jxc",
"npd+jca+jxc+jcm",
"npd+jca+jxt",
"npd+jcc",
"npd+jcj",
"npd+jcm",
"npd+jco",
"npd+jcs",
"npd+jct",
"npd+jct+jcm",
"npd+jct+jxt",
"npd+jp+ecc",
"npd+jp+ecs",
"npd+jp+ecs+jco",
"npd+jp+ecs+jxt",
"npd+jp+ef",
"npd+jp+ef+jca",
"npd+jp+ef+jcm",
"npd+jp+ef+jco",
"npd+jp+ef+jcr",
"npd+jp+ef+jcs",
"npd+jp+ef+jp+ef",
"npd+jp+ef+jp+etm",
"npd+jp+ef+jxc",
"npd+jp+ef+jxt",
"npd+jp+ep+ef",
"npd+jp+etm",
"npd+jxc",
"npd+jxc+jca",
"npd+jxc+jca+jxc",
"npd+jxc+jcc",
"npd+jxc+jcr",
"npd+jxc+jp+ef",
"npd+jxc+jxc",
"npd+jxc+jxt",
"npd+jxt",
"npd+nbn",
"npd+nbn+jca",
"npd+nbn+jcs",
"npd+nbn+jxc",
"npd+nbn+jxc+jxt",
"npd+ncn",
"npd+ncn+jca",
"npd+ncn+jca+jxc",
"npd+ncn+jcm",
"npd+ncn+jco",
"npd+ncn+jcs",
"npd+ncn+jxt",
"npd+npd",
"npd+xsn",
"npd+xsn+jca",
"npd+xsn+jca+jxc",
"npd+xsn+jca+jxt",
"npd+xsn+jcm",
"npd+xsn+jco",
"npd+xsn+jcs",
"npd+xsn+jct",
"npd+xsn+jp+ef",
"npd+xsn+jxc",
"npd+xsn+jxt",
"npp",
"npp+jca",
"npp+jca+jcm",
"npp+jca+jxc",
"npp+jca+jxc+jcm",
"npp+jca+jxt",
"npp+jcc",
"npp+jcj",
"npp+jcm",
"npp+jco",
"npp+jcs",
"npp+jcs+jxt",
"npp+jct",
"npp+jct+jcm",
"npp+jct+jxc",
"npp+jct+jxt",
"npp+jp+ecs",
"npp+jp+ecs+jco",
"npp+jp+ef",
"npp+jp+ef+jcs",
"npp+jp+ef+jxc+jcs",
"npp+jp+ef+jxt",
"npp+jp+ep+ecc",
"npp+jp+ep+ef",
"npp+jp+ep+etm",
"npp+jp+etm",
"npp+jxc",
"npp+jxc+jcc",
"npp+jxc+jcm",
"npp+jxc+jco",
"npp+jxt",
"npp+nbn+jca",
"npp+nbn+jcs",
"npp+ncn",
"npp+ncn+jca",
"npp+ncn+jca+jxc",
"npp+ncn+jca+jxt",
"npp+ncn+jcm",
"npp+ncn+jco",
"npp+ncn+jcs",
"npp+ncn+jct",
"npp+ncn+jct+jxt",
"npp+ncn+jp+ecs",
"npp+ncn+jxc",
"npp+ncn+jxt",
"npp+ncn+xsn",
"npp+ncpa",
"npp+ncpa+jca",
"npp+ncpa+jca+jxc",
"npp+ncpa+jcj",
"npp+ncpa+jcm",
"npp+ncpa+jco",
"npp+ncpa+jcs",
"npp+ncpa+jxt",
"npp+ncpa+ncpa+jca",
"npp+ncpa+xsn+jp+ecc",
"npp+ncpa+xsn+jp+etm",
"npp+npp+jco",
"npp+xsn",
"npp+xsn+jca",
"npp+xsn+jca+jxc",
"npp+xsn+jca+jxc+jxc",
"npp+xsn+jca+jxt",
"npp+xsn+jcj",
"npp+xsn+jcm",
"npp+xsn+jco",
"npp+xsn+jcs",
"npp+xsn+jcs+jxt",
"npp+xsn+jct",
"npp+xsn+jct+jcm",
"npp+xsn+jct+jxt",
"npp+xsn+jp+ecs",
"npp+xsn+jp+ef",
"npp+xsn+jp+etm",
"npp+xsn+jxc",
"npp+xsn+jxc+jcs",
"npp+xsn+jxc+jxt",
"npp+xsn+jxt",
"npp+xsn+ncn",
"npp+xsn+xsn",
"npp+xsn+xsn+jca",
"npp+xsn+xsn+jca+jxt",
"nq",
"nq+jca",
"nq+jca+jca",
"nq+jca+jca+jxc",
"nq+jca+jcm",
"nq+jca+jxc",
"nq+jca+jxc+jcm",
"nq+jca+jxc+jxc",
"nq+jca+jxt",
"nq+jcc",
"nq+jcj",
"nq+jcm",
"nq+jco",
"nq+jcr",
"nq+jcs",
"nq+jcs+jca+jxc",
"nq+jcs+jxt",
"nq+jct",
"nq+jct+jcm",
"nq+jct+jxt",
"nq+jp+ecc",
"nq+jp+ecs",
"nq+jp+ef",
"nq+jp+ef+jcr",
"nq+jp+ef+jcr+jxc",
"nq+jp+ep+ecc",
"nq+jp+ep+ecs",
"nq+jp+ep+ef",
"nq+jp+ep+etm",
"nq+jp+ep+etn",
"nq+jp+etm",
"nq+jp+etn+jco",
"nq+jxc",
"nq+jxc+jca+jxt",
"nq+jxc+jcm",
"nq+jxc+jcs",
"nq+jxc+jp+ef",
"nq+jxc+jp+ef+jcr",
"nq+jxc+jxc",
"nq+jxc+jxc+jxt",
"nq+jxc+jxt",
"nq+jxt",
"nq+nbn",
"nq+nbn+jca",
"nq+nbn+jcm",
"nq+nbn+jp+ep+ef",
"nq+ncn",
"nq+ncn+jca",
"nq+ncn+jca+jcm",
"nq+ncn+jca+jxc",
"nq+ncn+jca+jxt",
"nq+ncn+jcc",
"nq+ncn+jcj",
"nq+ncn+jcm",
"nq+ncn+jco",
"nq+ncn+jcs",
"nq+ncn+jct",
"nq+ncn+jct+jcm",
"nq+ncn+jct+jxc",
"nq+ncn+jct+jxt",
"nq+ncn+jp+ef",
"nq+ncn+jp+ep+ef",
"nq+ncn+jp+ep+etm",
"nq+ncn+jp+etm",
"nq+ncn+jxc",
"nq+ncn+jxc+jxt",
"nq+ncn+jxt",
"nq+ncn+ncn",
"nq+ncn+ncn+jca",
"nq+ncn+ncn+jca+jxt",
"nq+ncn+ncn+jcm",
"nq+ncn+ncn+jco",
"nq+ncn+ncn+jp+etm",
"nq+ncn+ncn+jxc",
"nq+ncn+ncn+ncn",
"nq+ncn+ncn+ncn+jca",
"nq+ncn+ncn+ncn+jcs",
"nq+ncn+ncn+xsn+jxt",
"nq+ncn+ncpa+jca",
"nq+ncn+ncpa+jcs",
"nq+ncn+ncpa+jxt",
"nq+ncn+ncpa+ncn",
"nq+ncn+ncpa+ncn+jcm",
"nq+ncn+xsn",
"nq+ncn+xsn+jca",
"nq+ncn+xsn+jca+jxt",
"nq+ncn+xsn+jcm",
"nq+ncn+xsn+jco",
"nq+ncn+xsn+jcs",
"nq+ncn+xsn+jct",
"nq+ncn+xsn+jp+etm",
"nq+ncn+xsn+jxt",
"nq+ncpa",
"nq+ncpa+jca",
"nq+ncpa+jcm",
"nq+ncpa+jco",
"nq+ncpa+jxt",
"nq+ncpa+ncn+jcm",
"nq+ncpa+ncn+jp+ef",
"nq+ncpa+ncn+jp+etm",
"nq+nq",
"nq+nq+jca",
"nq+nq+jcj",
"nq+nq+jcm",
"nq+nq+jcs",
"nq+nq+jct",
"nq+nq+jxc+jcs",
"nq+nq+jxt",
"nq+nq+ncn",
"nq+nq+ncn+jca",
"nq+nq+nq+jxt",
"nq+nq+nq+nq+jcm",
"nq+xsm+ecs",
"nq+xsm+etm",
"nq+xsn",
"nq+xsn+jca",
"nq+xsn+jca+jxc",
"nq+xsn+jca+jxt",
"nq+xsn+jcj",
"nq+xsn+jcm",
"nq+xsn+jco",
"nq+xsn+jcs",
"nq+xsn+jcs+jxt",
"nq+xsn+jct",
"nq+xsn+jct+jcm",
"nq+xsn+jp+ef",
"nq+xsn+jp+ef+jcr",
"nq+xsn+jp+ep+ef",
"nq+xsn+jp+etm",
"nq+xsn+jp+etn+jco",
"nq+xsn+jxc",
"nq+xsn+jxt",
"nq+xsn+xsn",
"nq+xsn+xsn+jcj",
"nq+xsn+xsn+jcs",
"nq+xsn+xsv+ep+etm",
"nq+xsv+ecs",
"paa+ecc",
"paa+ecc+jxc",
"paa+ecc+jxt",
"paa+ecs",
"paa+ecs+etm",
"paa+ecs+jca",
"paa+ecs+jcm",
"paa+ecs+jco",
"paa+ecs+jct",
"paa+ecs+jp+ecc",
"paa+ecs+jp+ep+ef",
"paa+ecs+jxc",
"paa+ecs+jxc+jxt",
"paa+ecs+jxt",
"paa+ecx",
"paa+ecx+jco",
"paa+ecx+jcs",
"paa+ecx+jxc",
"paa+ecx+jxt",
"paa+ecx+px+ecc",
"paa+ecx+px+ecs",
"paa+ecx+px+ecx",
"paa+ecx+px+ecx+jxc",
"paa+ecx+px+ecx+px+ecc",
"paa+ecx+px+ecx+px+ecx",
"paa+ecx+px+ecx+px+ef",
"paa+ecx+px+ecx+px+ep+ef",
"paa+ecx+px+ecx+px+etm",
"paa+ecx+px+ef",
"paa+ecx+px+ef+jcr",
"paa+ecx+px+ep+ecc",
"paa+ecx+px+ep+ecs",
"paa+ecx+px+ep+ef",
"paa+ecx+px+ep+ef+jcr",
"paa+ecx+px+ep+etm",
"paa+ecx+px+ep+etn",
"paa+ecx+px+ep+etn+jco",
"paa+ecx+px+etm",
"paa+ecx+px+etn",
"paa+ecx+px+etn+jca",
"paa+ecx+px+etn+jco",
"paa+ecx+px+etn+jcs",
"paa+ecx+px+etn+jxc",
"paa+ecx+px+etn+jxt",
"paa+ef",
"paa+ef+ecc",
"paa+ef+ecs",
"paa+ef+ecs+jxc",
"paa+ef+jca",
"paa+ef+jcm",
"paa+ef+jco",
"paa+ef+jcr",
"paa+ef+jcr+jxc",
"paa+ef+jcr+jxt",
"paa+ef+jxf",
"paa+ep+ecc",
"paa+ep+ecs",
"paa+ep+ecs+jxc",
"paa+ep+ef",
"paa+ep+ef+jcr",
"paa+ep+ef+jxc",
"paa+ep+ef+jxf",
"paa+ep+ef+jxt",
"paa+ep+ep+ecs",
"paa+ep+ep+ef",
"paa+ep+ep+etm",
"paa+ep+etm",
"paa+ep+etn",
"paa+ep+etn+jca",
"paa+ep+etn+jca+jxc",
"paa+ep+etn+jco",
"paa+ep+etn+jcs",
"paa+ep+etn+jxt",
"paa+etm",
"paa+etn",
"paa+etn+jca",
"paa+etn+jca+jxc",
"paa+etn+jca+jxt",
"paa+etn+jcc",
"paa+etn+jcj",
"paa+etn+jcm",
"paa+etn+jco",
"paa+etn+jcs",
"paa+etn+jct",
"paa+etn+jp+ecc",
"paa+etn+jp+ef",
"paa+etn+jp+ep+ecs",
"paa+etn+jp+ep+ef",
"paa+etn+jxc",
"paa+etn+jxt",
"paa+jxt",
"pad+ecc",
"pad+ecc+jxt",
"pad+ecs",
"pad+ecs+jxc",
"pad+ecs+jxt",
"pad+ecx",
"pad+ecx+jcs",
"pad+ecx+jxc",
"pad+ecx+jxt",
"pad+ecx+px+ecs",
"pad+ecx+px+ecx+px+ecc+jxt",
"pad+ef",
"pad+ef+jcr",
"pad+ef+jcr+jxt",
"pad+ef+jxf",
"pad+ef+jxt",
"pad+ep+ecc",
"pad+ep+ecs",
"pad+ep+ef",
"pad+ep+ef+jco",
"pad+ep+etm",
"pad+etm",
"pad+etn",
"pad+etn+jxt",
"pvd+ecc+jxc",
"pvd+ecs",
"pvd+ecs+jp+ecs",
"pvd+ecs+jxc",
"pvd+ecs+jxt",
"pvd+ecx",
"pvd+ep+ef",
"pvd+ep+etm",
"pvd+etm",
"pvd+etn",
"pvd+etn+jca",
"pvd+etn+jca+jxc",
"pvg+ecc",
"pvg+ecc+jxc",
"pvg+ecc+jxt",
"pvg+ecs",
"pvg+ecs+ecs",
"pvg+ecs+jca",
"pvg+ecs+jca+jxt",
"pvg+ecs+jcc",
"pvg+ecs+jcm",
"pvg+ecs+jco",
"pvg+ecs+jcs",
"pvg+ecs+jct",
"pvg+ecs+jp+ecs",
"pvg+ecs+jp+ef",
"pvg+ecs+jp+ep+ecs",
"pvg+ecs+jp+ep+ef",
"pvg+ecs+jp+ep+ef+jcr",
"pvg+ecs+jxc",
"pvg+ecs+jxc+jcc",
"pvg+ecs+jxc+jp+ef",
"pvg+ecs+jxc+jp+ep+ef",
"pvg+ecs+jxt",
"pvg+ecx",
"pvg+ecx+jco",
"pvg+ecx+jxc",
"pvg+ecx+jxt",
"pvg+ecx+jxt+px+ep+ef",
"pvg+ecx+px+ecc",
"pvg+ecx+px+ecc+jxc",
"pvg+ecx+px+ecc+jxt",
"pvg+ecx+px+ecs",
"pvg+ecx+px+ecs+jxc",
"pvg+ecx+px+ecs+jxt",
"pvg+ecx+px+ecx",
"pvg+ecx+px+ecx+jco",
"pvg+ecx+px+ecx+jxc",
"pvg+ecx+px+ecx+jxt",
"pvg+ecx+px+ecx+px+ecc",
"pvg+ecx+px+ecx+px+ecs",
"pvg+ecx+px+ecx+px+ecs+jxt",
"pvg+ecx+px+ecx+px+ecx",
"pvg+ecx+px+ecx+px+ecx+px+ecc",
"pvg+ecx+px+ecx+px+ef",
"pvg+ecx+px+ecx+px+ep+ecc",
"pvg+ecx+px+ecx+px+ep+ef",
"pvg+ecx+px+ecx+px+ep+etm",
"pvg+ecx+px+ecx+px+ep+etn+jco",
"pvg+ecx+px+ecx+px+etm",
"pvg+ecx+px+ecx+px+etn",
"pvg+ecx+px+ecx+px+etn+jca",
"pvg+ecx+px+ef",
"pvg+ecx+px+ef+jca",
"pvg+ecx+px+ef+jcm",
"pvg+ecx+px+ef+jcr",
"pvg+ecx+px+ep+ecc",
"pvg+ecx+px+ep+ecs",
"pvg+ecx+px+ep+ecs+jxc",
"pvg+ecx+px+ep+ef",
"pvg+ecx+px+ep+ef+jcm",
"pvg+ecx+px+ep+ef+jcr",
"pvg+ecx+px+ep+ef+jxf",
"pvg+ecx+px+ep+ep+ecs",
"pvg+ecx+px+ep+etm",
"pvg+ecx+px+ep+etn",
"pvg+ecx+px+ep+etn+jca",
"pvg+ecx+px+ep+etn+jca+jxc",
"pvg+ecx+px+ep+etn+jco",
"pvg+ecx+px+etm",
"pvg+ecx+px+etn",
"pvg+ecx+px+etn+jca",
"pvg+ecx+px+etn+jca+jxc",
"pvg+ecx+px+etn+jca+jxt",
"pvg+ecx+px+etn+jco",
"pvg+ecx+px+etn+jcs",
"pvg+ecx+px+etn+jct",
"pvg+ecx+px+etn+jxc",
"pvg+ecx+px+etn+jxc+jxt",
"pvg+ecx+px+etn+jxt",
"pvg+ef",
"pvg+ef+jca",
"pvg+ef+jcm",
"pvg+ef+jco",
"pvg+ef+jcr",
"pvg+ef+jcr+jxc",
"pvg+ef+jcr+jxt",
"pvg+ef+jcs",
"pvg+ef+jp+ef+jcr",
"pvg+ef+jp+etm",
"pvg+ef+jxc",
"pvg+ef+jxf",
"pvg+ef+jxt",
"pvg+ep+ecc",
"pvg+ep+ecc+jxt",
"pvg+ep+ecs",
"pvg+ep+ecs+jca+jxt",
"pvg+ep+ecs+jco",
"pvg+ep+ecs+jxc",
"pvg+ep+ecs+jxt",
"pvg+ep+ecx",
"pvg+ep+ecx+px+ef",
"pvg+ep+ef",
"pvg+ep+ef+jca",
"pvg+ep+ef+jcm",
"pvg+ep+ef+jco",
"pvg+ep+ef+jcr",
"pvg+ep+ef+jcr+jxc",
"pvg+ep+ef+jcr+jxt",
"pvg+ep+ef+jct",
"pvg+ep+ef+jxc",
"pvg+ep+ef+jxf",
"pvg+ep+ef+jxt",
"pvg+ep+ep+ef",
"pvg+ep+ep+ef+jco",
"pvg+ep+ep+ef+jxf",
"pvg+ep+etm",
"pvg+ep+etn",
"pvg+ep+etn+jca",
"pvg+ep+etn+jca+jxc",
"pvg+ep+etn+jca+jxt",
"pvg+ep+etn+jco",
"pvg+ep+etn+jcs",
"pvg+ep+etn+jxt",
"pvg+etm",
"pvg+etn",
"pvg+etn+jca",
"pvg+etn+jca+jxc",
"pvg+etn+jca+jxt",
"pvg+etn+jcc",
"pvg+etn+jcj",
"pvg+etn+jcm",
"pvg+etn+jco",
"pvg+etn+jcr",
"pvg+etn+jcs",
"pvg+etn+jct",
"pvg+etn+jct+jxt",
"pvg+etn+jp+ecc",
"pvg+etn+jp+ecs",
"pvg+etn+jp+ef",
"pvg+etn+jp+ef+jcr",
"pvg+etn+jp+ef+jcs",
"pvg+etn+jp+ep+ef",
"pvg+etn+jp+ep+ef+jcr",
"pvg+etn+jp+etm",
"pvg+etn+jxc",
"pvg+etn+jxc+jca+jxt",
"pvg+etn+jxc+jcm",
"pvg+etn+jxc+jco",
"pvg+etn+jxc+jcs",
"pvg+etn+jxc+jxt",
"pvg+etn+jxt",
"pvg+etn+xsm+ecs",
"pvg+etn+xsn+jcm",
"px+ecc",
"px+ecc+jxc",
"px+ecc+jxc+jp+ef",
"px+ecc+jxt",
"px+ecs",
"px+ecs+jca",
"px+ecs+jcc",
"px+ecs+jcj",
"px+ecs+jcm",
"px+ecs+jco",
"px+ecs+jp+ep+ef",
"px+ecs+jxc",
"px+ecs+jxt",
"px+ecx",
"px+ecx+jxc",
"px+ecx+jxt",
"px+ecx+px+ecs",
"px+ecx+px+ecx",
"px+ecx+px+ef",
"px+ecx+px+ef+jcr",
"px+ecx+px+ep+ef",
"px+ecx+px+etm",
"px+ecx+px+etn+jca",
"px+ef",
"px+ef+etm",
"px+ef+jca",
"px+ef+jca+jxc",
"px+ef+jcj",
"px+ef+jcm",
"px+ef+jco",
"px+ef+jcr",
"px+ef+jcr+jxc",
"px+ef+jcs",
"px+ef+jp+etm",
"px+ef+jxc",
"px+ef+jxf",
"px+ef+jxt",
"px+ep+ecc",
"px+ep+ecs",
"px+ep+ecs+jxc",
"px+ep+ecs+jxt",
"px+ep+ecx",
"px+ep+ef",
"px+ep+ef+jca",
"px+ep+ef+jco",
"px+ep+ef+jcr",
"px+ep+ef+jcr+jxc",
"px+ep+ef+jxf",
"px+ep+ep+ef",
"px+ep+ep+ef+jxf",
"px+ep+etm",
"px+ep+etn",
"px+ep+etn+jca",
"px+ep+etn+jca+jxc",
"px+ep+etn+jco",
"px+ep+etn+jcs",
"px+ep+etn+jxc",
"px+ep+etn+jxt",
"px+etm",
"px+etn",
"px+etn+jca",
"px+etn+jca+jxc",
"px+etn+jca+jxt",
"px+etn+jco",
"px+etn+jcs",
"px+etn+jct",
"px+etn+jxc",
"px+etn+jxc+jxt",
"px+etn+jxt",
"sf",
"sl",
"sp",
"sr",
"su",
"su+jca",
"su+jcm",
"xp+nbn",
"xp+nbu",
"xp+ncn",
"xp+ncn+jca",
"xp+ncn+jcm",
"xp+ncn+jco",
"xp+ncn+jcs",
"xp+ncn+jp+ef",
"xp+ncn+jp+ep+ef",
"xp+ncn+jxt",
"xp+ncn+ncn+jca",
"xp+ncn+ncn+jcm",
"xp+ncn+ncn+jco",
"xp+ncn+ncpa+jco",
"xp+ncn+xsn",
"xp+ncn+xsn+jca",
"xp+ncn+xsn+jcm",
"xp+ncn+xsn+jp+ef",
"xp+ncn+xsn+jp+etm",
"xp+ncpa",
"xp+ncpa+jca",
"xp+ncpa+jcm",
"xp+ncpa+jco",
"xp+ncpa+ncn+jcm",
"xp+ncpa+ncn+jco",
"xp+ncpa+ncpa+jco",
"xp+ncpa+xsn",
"xp+ncpa+xsn+jp+etm",
"xp+ncpa+xsv+ecc",
"xp+ncpa+xsv+ecs",
"xp+ncpa+xsv+ecx",
"xp+ncpa+xsv+ef",
"xp+ncpa+xsv+ef+jcr",
"xp+ncpa+xsv+ep+ef",
"xp+ncpa+xsv+etm",
"xp+ncpa+xsv+etn+jca",
"xp+ncps",
"xp+ncps+xsm+ecs",
"xp+ncps+xsm+ecx",
"xp+ncps+xsm+ef",
"xp+ncps+xsm+ep+ef",
"xp+ncps+xsm+etm",
"xp+ncps+xsn",
"xp+nnc",
"xp+nnc+jcm",
"xp+nnc+nbn",
"xp+nnc+nbu",
"xp+nnc+nbu+jcs",
"xp+nnc+ncn",
"xp+nnc+ncn+jca",
"xp+nnc+ncn+jcm",
"xp+nnc+ncn+jcs",
"xp+nnc+ncn+jp+ef+jcr",
"xp+nno",
"xp+nno+jcm",
"xp+nno+nbn+jca",
"xp+nno+nbu",
"xp+nno+nbu+jcs",
"xp+nno+ncn",
"xp+nno+ncn+jca",
"xp+nno+ncn+jcs",
"xp+nno+ncn+jxt",
"xp+nq",
"xp+nq+ncn+jca",
"xp+nq+ncpa",
"xp+nq+ncpa+jco",
"xp+nq+ncpa+jp+etm",
"xsm+etm",
"xsn",
"xsn+jca",
"xsn+jca+jxt",
"xsn+jco",
"xsn+jcs",
"xsn+jp+ef",
"xsn+jp+ep+ef",
"xsn+jxc+jca+jxt",
"xsn+jxc+jcs",
"xsn+jxt",
"xsv+ecc",
"xsv+ecs",
"xsv+ecx+px+ep+ef",
"xsv+ep+ecx",
"xsv+etm"
],
"morphologizer":[
"POS=CCONJ",
"POS=ADV",
"POS=SCONJ",
"POS=DET",
"POS=NOUN",
"POS=VERB",
"POS=ADJ",
"POS=PUNCT",
"POS=SPACE",
"POS=AUX",
"POS=PRON",
"POS=PROPN",
"POS=NUM",
"POS=INTJ",
"POS=PART",
"POS=X",
"POS=ADP",
"POS=SYM"
],
"parser":[
"ROOT",
"acl",
"advcl",
"advmod",
"amod",
"appos",
"aux",
"case",
"cc",
"ccomp",
"compound",
"conj",
"cop",
"csubj",
"dep",
"det",
"dislocated",
"fixed",
"flat",
"iobj",
"mark",
"nmod",
"nsubj",
"nummod",
"obj",
"obl",
"punct",
"xcomp"
],
"attribute_ruler":[
],
"ner":[
"DT",
"LC",
"OG",
"PS",
"QT",
"TI"
]
},
"pipeline":[
"tok2vec",
"tagger",
"morphologizer",
"parser",
"lemmatizer",
"attribute_ruler",
"ner"
],
"components":[
"tok2vec",
"tagger",
"morphologizer",
"parser",
"lemmatizer",
"senter",
"attribute_ruler",
"ner"
],
"disabled":[
"senter"
],
"performance":{
"token_acc":1.0,
"token_p":1.0,
"token_r":1.0,
"token_f":1.0,
"tag_acc":0.8351991772,
"pos_acc":0.9458443768,
"sents_p":1.0,
"sents_r":1.0,
"sents_f":1.0,
"dep_uas":0.8389181,
"dep_las":0.8087068889,
"dep_las_per_type":{
"amod":{
"p":0.8231707317,
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},
"dislocated":{
"p":0.7568448501,
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},
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},
"nmod":{
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},
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"advmod":{
"p":0.7326035966,
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},
"dep":{
"p":0.5931034483,
"r":0.4751381215,
"f":0.527607362
},
"conj":{
"p":0.70273794,
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},
"xcomp":{
"p":0.6514084507,
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},
"flat":{
"p":0.5714285714,
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},
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},
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},
"advcl":{
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},
"det":{
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"compound":{
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},
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"obl":{
"p":0.8852901484,
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},
"aux":{
"p":0.9286703601,
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},
"cc":{
"p":0.8141025641,
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},
"nummod":{
"p":0.8609625668,
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},
"discourse":{
"p":0.0,
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},
"fixed":{
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},
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},
"mark":{
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},
"iobj":{
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},
"case":{
"p":0.8484848485,
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},
"appos":{
"p":0.7142857143,
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},
"cop":{
"p":0.6111111111,
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},
"vocative":{
"p":0.0,
"r":0.0,
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}
},
"lemma_acc":0.8994244348,
"speed":7383.8635768128,
"ents_p":0.8497178497,
"ents_r":0.8084775698,
"ents_f":0.8285848749,
"ents_per_type":{
"OG":{
"p":0.7741262389,
"r":0.6879925823,
"f":0.7285223368
},
"PS":{
"p":0.8637724551,
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},
"QT":{
"p":0.9140969163,
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},
"LC":{
"p":0.6993137867,
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"f":0.6943326107
},
"DT":{
"p":0.887645479,
"r":0.8595578674,
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},
"TI":{
"p":0.9261363636,
"r":0.8972477064,
"f":0.9114631873
}
}
},
"sources":[
{
"name":"UD Korean Kaist v2.8",
"url":"https://github.com/UniversalDependencies/UD_Korean-Kaist",
"license":"CC BY-SA 4.0",
"author":"Choi, Jinho; Han, Na-Rae; Hwang, Jena; Chun, Jayeol"
},
{
"name":"KLUE v1.1.0",
"url":"https://github.com/KLUE-benchmark/KLUE",
"license":"CC BY-SA 4.0",
"author":"Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Youngsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Ryu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho"
},
{
"name":"Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl)",
"url":"https://github.com/explosion/spacy-vectors-builder",
"license":"CC0",
"author":"Explosion"
}
],
"requirements":[
]
}