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{ |
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"lang":"ro", |
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"name":"core_news_lg", |
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"version":"3.2.0", |
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"description":"Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", |
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"author":"Explosion", |
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"email":"[email protected]", |
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"url":"https://explosion.ai", |
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"license":"CC BY-SA 4.0", |
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"spacy_version":">=3.2.0,<3.3.0", |
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"spacy_git_version":"bb26550e2", |
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"vectors":{ |
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"width":300, |
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"vectors":500000, |
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"keys":500000, |
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"name":"ro_vectors" |
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}, |
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"labels":{ |
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"tok2vec":[ |
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|
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], |
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"tagger":[ |
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"ARROW", |
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"Af", |
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"Afcfp-n", |
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"Afcfson", |
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"Afcfsrn", |
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"Afcmpoy", |
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"Afcms-n", |
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"Afp", |
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"Afp-p-n", |
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"Afp-poy", |
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"Afp-srn", |
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"Afpf--n", |
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"Afpfp-n", |
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"Afpfp-ny", |
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"Afpfpoy", |
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"Afpfpry", |
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"Afpfson", |
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"Afpfsoy", |
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"Afpfsrn", |
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"Afpfsry", |
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"Afpm--n", |
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"Afpmp-n", |
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"Afpmpoy", |
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"Afpmpry", |
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"Afpms-n", |
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"Afpmsoy", |
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"Afpmsry", |
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"Afsfp-n", |
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"Afsfsrn", |
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"BULLET", |
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"COLON", |
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"COMMA", |
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"Ccssp", |
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"Ccsspy", |
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"Crssp", |
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"Csssp", |
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"Cssspy", |
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"DASH", |
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"DBLQ", |
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"Dd3-po---e", |
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"Dd3-po---o", |
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"Dd3fpo", |
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"Dd3fpr", |
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"Dd3fpr---e", |
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"Dd3fpr---o", |
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"Dd3fpr--y", |
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"Dd3fso", |
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"Dd3fso---e", |
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"Dd3fsr", |
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"Dd3fsr---e", |
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"Dd3fsr---o", |
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"Dd3fsr--yo", |
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"Dd3mpo", |
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"Dd3mpr", |
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"Dd3mpr---e", |
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"Dd3mpr---o", |
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"Dd3mso---e", |
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"Dd3msr", |
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"Dd3msr---e", |
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"Dd3msr---o", |
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"Dh1ms", |
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"Dh3fp", |
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"Dh3fso", |
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"Dh3fsr", |
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"Dh3mp", |
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"Dh3ms", |
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"Di3", |
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"Di3-----y", |
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"Di3--r---e", |
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"Di3-po", |
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"Di3-po---e", |
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"Di3-sr", |
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"Di3-sr---e", |
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"Di3-sr--y", |
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"Di3fp", |
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"Di3fpr", |
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"Di3fpr---e", |
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"Di3fso", |
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"Di3fso---e", |
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"Di3fsr", |
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"Di3fsr---e", |
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"Di3mp", |
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"Di3mpr", |
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"Di3mpr---e", |
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"Di3ms", |
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"Di3ms----e", |
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"Di3mso---e", |
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"Di3msr", |
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"Di3msr---e", |
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"Ds1fp-p", |
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"Ds1fp-s", |
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"Ds1fsop", |
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"Ds1fsos", |
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"Ds1fsrp", |
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"Ds1fsrs", |
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"Ds1fsrs-y", |
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"Ds1mp-p", |
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"Ds1mp-s", |
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"Ds1ms-p", |
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"Ds1ms-s", |
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"Ds1msrs-y", |
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"Ds2---s", |
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"Ds2fp-p", |
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"Ds2fp-s", |
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"Ds2fsrp", |
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"Ds2fsrs", |
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"Ds2mp-p", |
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"Ds2mp-s", |
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"Ds2ms-p", |
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"Ds2ms-s", |
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"Ds3---p", |
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"Ds3---s", |
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"Ds3---sy", |
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"Ds3fp-s", |
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"Ds3fsos", |
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"Ds3fsrs", |
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"Ds3mp-s", |
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"Ds3ms-s", |
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"Dw3--r---e", |
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"Dw3-po---e", |
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"Dw3fpr", |
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"Dw3fso---e", |
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"Dw3fsr", |
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"Dw3mpr", |
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"Dw3mso---e", |
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"Dw3msr", |
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"Dz3fsr---e", |
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"Dz3mso---e", |
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"Dz3msr---e", |
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"EQUAL", |
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"EXCL", |
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"EXCLHELLIP", |
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"GE", |
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"GT", |
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"HELLIP", |
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"I", |
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"LCURL", |
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"LPAR", |
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"LSQR", |
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"LT", |
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"M", |
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"Mc-p-d", |
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"Mc-p-l", |
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"Mc-s-b", |
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"Mc-s-d", |
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"Mc-s-l", |
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"Mcfp-l", |
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"Mcfp-ln", |
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"Mcfprln", |
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"Mcfprly", |
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"Mcfsoln", |
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"Mcfsrl", |
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"Mcfsrln", |
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"Mcfsrly", |
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"Mcmp-l", |
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"Mcms-ln", |
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"Mcmsrl", |
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"Mcmsrln", |
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"Mcmsrly", |
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"Mffprln", |
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"Mffsrln", |
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"Mlfpo", |
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"Mlfpr", |
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"Mlmpr", |
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"Mo---l", |
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"Mo---ln", |
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"Mo-s-r", |
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"Mofp-ln", |
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"Mofpoly", |
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"Mofprly", |
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"Mofs-l", |
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"Mofsoln", |
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"Mofsoly", |
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"Mofsrln", |
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"Mofsrly", |
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"Mompoly", |
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"Momprly", |
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"Moms-l", |
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"Moms-ln", |
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"Momsoly", |
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"Momsrly", |
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"Nc", |
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"Nc---n", |
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"Ncf--n", |
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"Ncfp-n", |
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"Ncfpoy", |
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"Ncfpry", |
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"Ncfs-n", |
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"Ncfson", |
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"Ncfsoy", |
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"Ncfsrn", |
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"Ncfsry", |
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"Ncfsryy", |
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"Ncfsvy", |
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"Ncm--n", |
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"Ncmp-n", |
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"Ncmpoy", |
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"Ncmpry", |
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"Ncms-n", |
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"Ncms-ny", |
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"Ncms-y", |
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"Ncmsoy", |
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"Ncmsrn", |
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"Ncmsry", |
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"Ncmsryy", |
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"Ncmsvn", |
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"Ncmsvy", |
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"Np", |
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"Npfson", |
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"Npfsoy", |
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"Npfsrn", |
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"Npfsry", |
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"Npmpoy", |
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"Npmpry", |
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"Npms-n", |
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"Npmsoy", |
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"Npmsry", |
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"PERCENT", |
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"PERIOD", |
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"PLUS", |
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"PLUSMINUS", |
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"Pd3-po", |
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"Pd3fpr", |
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"Pd3fso", |
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"Pd3fsr", |
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"Pd3mpo", |
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"Pd3mpr", |
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"Pd3mpr--y", |
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"Pd3mso", |
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"Pd3msr", |
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"Pi3--r", |
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"Pi3-po", |
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"Pi3-so", |
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"Pi3-sr", |
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"Pi3fpr", |
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"Pi3fso", |
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"Pi3fsr", |
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"Pi3mpr", |
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"Pi3mso", |
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"Pi3msr", |
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"Pi3msr--y", |
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"Pp1-pa--------w", |
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"Pp1-pa--y-----w", |
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"Pp1-pd--------s", |
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"Pp1-pd--------w", |
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"Pp1-pd--y-----w", |
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"Pp1-pr--------s", |
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"Pp1-sa--------s", |
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"Pp1-sa--------w", |
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"Pp1-sa--y-----w", |
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"Pp1-sd--------s", |
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"Pp1-sd--------w", |
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"Pp1-sd--y-----w", |
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"Pp1-sn--------s", |
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"Pp2-----------s", |
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"Pp2-pa--------w", |
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"Pp2-pa--y-----w", |
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"Pp2-pd--------w", |
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"Pp2-pd--y-----w", |
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"Pp2-pr--------s", |
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"Pp2-sa--------s", |
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"Pp2-sa--------w", |
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"Pp2-sa--y-----w", |
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"Pp2-sd--------s", |
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"Pp2-sd--------w", |
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"Pp2-sd--y-----w", |
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"Pp2-sn--------s", |
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"Pp2-so--------s", |
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"Pp2-sr--------s", |
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"Pp3-p---------s", |
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"Pp3-pd--------w", |
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"Pp3-pd--y-----w", |
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"Pp3-po--------s", |
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"Pp3-sd--------w", |
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"Pp3-sd--y-----w", |
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"Pp3-so--------s", |
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"Pp3fpa--------w", |
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"Pp3fpa--y-----w", |
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"Pp3fpr--------s", |
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"Pp3fs---------s", |
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"Pp3fsa--------w", |
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"Pp3fsa--y-----w", |
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"Pp3fso--------s", |
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"Pp3fsr--------s", |
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"Pp3fsr--y-----s", |
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"Pp3mpa--------w", |
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"Pp3mpa--y-----w", |
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"Pp3mpr--------s", |
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"Pp3ms---------s", |
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"Pp3msa--------w", |
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"Pp3msa--y-----w", |
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"Pp3mso--------s", |
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"Pp3msr--------s", |
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"Pp3msr--y-----s", |
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"Ps1fp-s", |
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"Ps1fsrp", |
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"Ps1fsrs", |
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"Ps1mp-p", |
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"Ps1ms-p", |
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"Ps2fp-s", |
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"Ps2fsrp", |
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"Ps2fsrs", |
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"Ps3---p", |
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"Ps3---s", |
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"Ps3fp-s", |
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"Ps3fsrs", |
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"Ps3mp-s", |
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"Ps3ms-s", |
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"Pw3--r", |
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"Pw3-po", |
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"Pw3-so", |
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"Pw3fpr", |
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"Pw3fso", |
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"Pw3mpr", |
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"Pw3mso", |
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"Px3--a--------s", |
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"Px3--a--------w", |
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"Px3--a--y-----w", |
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"Px3--d--------w", |
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"Px3--d--y-----w", |
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"Pz3-sr", |
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"Pz3fsr", |
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"QUEST", |
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"QUOT", |
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"Qf", |
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"Qn", |
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"Qs", |
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"Qs-y", |
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"Qz", |
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"Qz-y", |
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"RCURL", |
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"RPAR", |
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"RSQR", |
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"Rc", |
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"Rgp", |
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"Rgpy", |
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"Rgs", |
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"Rp", |
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"Rw", |
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"Rw-y", |
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"Rz", |
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"SCOLON", |
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"SLASH", |
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"STAR", |
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"Sp", |
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"Spsa", |
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"Spsay", |
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"Spsd", |
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"Spsg", |
|
"Td-po", |
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"Tdfpr", |
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"Tdfso", |
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"Tdfsr", |
|
"Tdmpr", |
|
"Tdmso", |
|
"Tdmsr", |
|
"Tf-so", |
|
"Tffpoy", |
|
"Tffpry", |
|
"Tffs-y", |
|
"Tfmpoy", |
|
"Tfms-y", |
|
"Tfmsoy", |
|
"Tfmsry", |
|
"Ti-po", |
|
"Tifp-y", |
|
"Tifso", |
|
"Tifsr", |
|
"Timso", |
|
"Timsr", |
|
"Tsfp", |
|
"Tsfs", |
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"Tsmp", |
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"Tsms", |
|
"UNDERSC", |
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"Va--1", |
|
"Va--1-----y", |
|
"Va--1p", |
|
"Va--1s", |
|
"Va--1s----y", |
|
"Va--2p", |
|
"Va--2p----y", |
|
"Va--2s", |
|
"Va--2s----y", |
|
"Va--3", |
|
"Va--3-----y", |
|
"Va--3p", |
|
"Va--3p----y", |
|
"Va--3s", |
|
"Va--3s----y", |
|
"Vag", |
|
"Vag-------y", |
|
"Vaii1", |
|
"Vaii2s", |
|
"Vaii3p", |
|
"Vaii3s", |
|
"Vail3p", |
|
"Vail3s", |
|
"Vaip1p", |
|
"Vaip1s", |
|
"Vaip2p", |
|
"Vaip2s", |
|
"Vaip3p", |
|
"Vaip3p----y", |
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"Vaip3s", |
|
"Vaip3s----y", |
|
"Vais3p", |
|
"Vais3s", |
|
"Vam-2s", |
|
"Vanp", |
|
"Vap--sm", |
|
"Vasp1p", |
|
"Vasp1s", |
|
"Vasp2p", |
|
"Vasp2s", |
|
"Vasp3", |
|
"Vmg", |
|
"Vmg-------y", |
|
"Vmii1", |
|
"Vmii1-----y", |
|
"Vmii2p", |
|
"Vmii2s", |
|
"Vmii3p", |
|
"Vmii3p----y", |
|
"Vmii3s", |
|
"Vmii3s----y", |
|
"Vmil1", |
|
"Vmil1p", |
|
"Vmil2s", |
|
"Vmil3p", |
|
"Vmil3p----y", |
|
"Vmil3s", |
|
"Vmil3s----y", |
|
"Vmip1p", |
|
"Vmip1p----y", |
|
"Vmip1s", |
|
"Vmip1s----y", |
|
"Vmip2p", |
|
"Vmip2s", |
|
"Vmip2s----y", |
|
"Vmip3", |
|
"Vmip3-----y", |
|
"Vmip3p", |
|
"Vmip3s", |
|
"Vmip3s----y", |
|
"Vmis1p", |
|
"Vmis1s", |
|
"Vmis3p", |
|
"Vmis3p----y", |
|
"Vmis3s", |
|
"Vmis3s----y", |
|
"Vmm-2p", |
|
"Vmm-2s", |
|
"Vmnp", |
|
"Vmnp------y", |
|
"Vmp--pf", |
|
"Vmp--pm", |
|
"Vmp--sf", |
|
"Vmp--sm", |
|
"Vmp--sm---y", |
|
"Vmsp1p", |
|
"Vmsp2p", |
|
"Vmsp2s", |
|
"Vmsp3", |
|
"Vmsp3-----y", |
|
"X", |
|
"Y", |
|
"Ya", |
|
"Yn", |
|
"Ynfsoy", |
|
"Ynfsry", |
|
"Ynmsoy", |
|
"Ynmsry", |
|
"Yp", |
|
"Yp,Yn", |
|
"Yp-sr", |
|
"Yr" |
|
], |
|
"parser":[ |
|
"ROOT", |
|
"acl", |
|
"advcl", |
|
"advcl:tcl", |
|
"advmod", |
|
"advmod:tmod", |
|
"amod", |
|
"appos", |
|
"aux", |
|
"aux:pass", |
|
"case", |
|
"cc", |
|
"cc:preconj", |
|
"ccomp", |
|
"ccomp:pmod", |
|
"compound", |
|
"conj", |
|
"cop", |
|
"csubj", |
|
"csubj:pass", |
|
"dep", |
|
"det", |
|
"expl", |
|
"expl:impers", |
|
"expl:pass", |
|
"expl:poss", |
|
"expl:pv", |
|
"fixed", |
|
"flat", |
|
"goeswith", |
|
"iobj", |
|
"mark", |
|
"nmod", |
|
"nmod:tmod", |
|
"nsubj", |
|
"nsubj:pass", |
|
"nummod", |
|
"obj", |
|
"obl", |
|
"obl:agent", |
|
"obl:pmod", |
|
"orphan", |
|
"parataxis", |
|
"punct", |
|
"vocative", |
|
"xcomp" |
|
], |
|
"senter":[ |
|
"I", |
|
"S" |
|
], |
|
"attribute_ruler":[ |
|
|
|
], |
|
"lemmatizer":[ |
|
|
|
], |
|
"ner":[ |
|
"DATETIME", |
|
"EVENT", |
|
"FACILITY", |
|
"GPE", |
|
"LANGUAGE", |
|
"LOC", |
|
"MONEY", |
|
"NAT_REL_POL", |
|
"NUMERIC_VALUE", |
|
"ORDINAL", |
|
"ORGANIZATION", |
|
"PERIOD", |
|
"PERSON", |
|
"PRODUCT", |
|
"QUANTITY", |
|
"WORK_OF_ART" |
|
] |
|
}, |
|
"pipeline":[ |
|
"tok2vec", |
|
"tagger", |
|
"parser", |
|
"attribute_ruler", |
|
"lemmatizer", |
|
"ner" |
|
], |
|
"components":[ |
|
"tok2vec", |
|
"tagger", |
|
"parser", |
|
"senter", |
|
"attribute_ruler", |
|
"lemmatizer", |
|
"ner" |
|
], |
|
"disabled":[ |
|
"senter" |
|
], |
|
"performance":{ |
|
"token_acc":0.9990029326, |
|
"token_p":0.9967350492, |
|
"token_r":0.9957244934, |
|
"token_f":0.9959492157, |
|
"tag_acc":0.9664291788, |
|
"sents_p":0.954787234, |
|
"sents_r":0.954787234, |
|
"sents_f":0.954787234, |
|
"dep_uas":0.8897462438, |
|
"dep_las":0.8389686971, |
|
"dep_las_per_type":{ |
|
"root":{ |
|
"p":0.8786231884, |
|
"r":0.9133709981, |
|
"f":0.8956602031 |
|
}, |
|
"mark":{ |
|
"p":0.9288389513, |
|
"r":0.9358490566, |
|
"f":0.9323308271 |
|
}, |
|
"case":{ |
|
"p":0.9638554217, |
|
"r":0.959880015, |
|
"f":0.9618636107 |
|
}, |
|
"nmod:tmod":{ |
|
"p":0.6842105263, |
|
"r":0.1092436975, |
|
"f":0.1884057971 |
|
}, |
|
"amod":{ |
|
"p":0.9172297297, |
|
"r":0.9250425894, |
|
"f":0.9211195929 |
|
}, |
|
"nsubj":{ |
|
"p":0.8803986711, |
|
"r":0.8372827804, |
|
"f":0.8582995951 |
|
}, |
|
"nmod":{ |
|
"p":0.8218838527, |
|
"r":0.8286326312, |
|
"f":0.8252444444 |
|
}, |
|
"aux":{ |
|
"p":0.9867924528, |
|
"r":0.9561243144, |
|
"f":0.9712163417 |
|
}, |
|
"advcl":{ |
|
"p":0.5862068966, |
|
"r":0.6390977444, |
|
"f":0.6115107914 |
|
}, |
|
"obj":{ |
|
"p":0.8326180258, |
|
"r":0.896073903, |
|
"f":0.8631813126 |
|
}, |
|
"det":{ |
|
"p":0.9575688073, |
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