| { | |
| "lang":"ro", | |
| "name":"core_news_lg", | |
| "version":"3.7.0", | |
| "description":"Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.", | |
| "author":"Explosion", | |
| "email":"[email protected]", | |
| "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":500000, | |
| "keys":500000, | |
| "name":"ro_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "tagger":[ | |
| "ARROW", | |
| "Af", | |
| "Afcfp-n", | |
| "Afcfson", | |
| "Afcfsrn", | |
| "Afcmpoy", | |
| "Afcms-n", | |
| "Afp", | |
| "Afp-p-n", | |
| "Afp-poy", | |
| "Afp-srn", | |
| "Afpf--n", | |
| "Afpfp-n", | |
| "Afpfp-ny", | |
| "Afpfpoy", | |
| "Afpfpry", | |
| "Afpfson", | |
| "Afpfsoy", | |
| "Afpfsrn", | |
| "Afpfsry", | |
| "Afpm--n", | |
| "Afpmp-n", | |
| "Afpmpoy", | |
| "Afpmpry", | |
| "Afpms-n", | |
| "Afpmsoy", | |
| "Afpmsry", | |
| "Afsfp-n", | |
| "Afsfsrn", | |
| "BULLET", | |
| "COLON", | |
| "COMMA", | |
| "Ccssp", | |
| "Ccsspy", | |
| "Crssp", | |
| "Csssp", | |
| "Cssspy", | |
| "DASH", | |
| "DBLQ", | |
| "Dd3-po---e", | |
| "Dd3-po---o", | |
| "Dd3fpo", | |
| "Dd3fpr", | |
| "Dd3fpr---e", | |
| "Dd3fpr---o", | |
| "Dd3fpr--y", | |
| "Dd3fso", | |
| "Dd3fso---e", | |
| "Dd3fsr", | |
| "Dd3fsr---e", | |
| "Dd3fsr---o", | |
| "Dd3fsr--yo", | |
| "Dd3mpo", | |
| "Dd3mpr", | |
| "Dd3mpr---e", | |
| "Dd3mpr---o", | |
| "Dd3mso---e", | |
| "Dd3msr", | |
| "Dd3msr---e", | |
| "Dd3msr---o", | |
| "Dh1ms", | |
| "Dh3fp", | |
| "Dh3fso", | |
| "Dh3fsr", | |
| "Dh3mp", | |
| "Dh3ms", | |
| "Di3", | |
| "Di3-----y", | |
| "Di3--r---e", | |
| "Di3-po", | |
| "Di3-po---e", | |
| "Di3-sr", | |
| "Di3-sr---e", | |
| "Di3-sr--y", | |
| "Di3fp", | |
| "Di3fpr", | |
| "Di3fpr---e", | |
| "Di3fso", | |
| "Di3fso---e", | |
| "Di3fsr", | |
| "Di3fsr---e", | |
| "Di3mp", | |
| "Di3mpr", | |
| "Di3mpr---e", | |
| "Di3ms", | |
| "Di3ms----e", | |
| "Di3mso---e", | |
| "Di3msr", | |
| "Di3msr---e", | |
| "Ds1fp-p", | |
| "Ds1fp-s", | |
| "Ds1fsop", | |
| "Ds1fsos", | |
| "Ds1fsrp", | |
| "Ds1fsrs", | |
| "Ds1fsrs-y", | |
| "Ds1mp-p", | |
| "Ds1mp-s", | |
| "Ds1ms-p", | |
| "Ds1ms-s", | |
| "Ds1msrs-y", | |
| "Ds2---s", | |
| "Ds2fp-p", | |
| "Ds2fp-s", | |
| "Ds2fsrp", | |
| "Ds2fsrs", | |
| "Ds2mp-p", | |
| "Ds2mp-s", | |
| "Ds2ms-p", | |
| "Ds2ms-s", | |
| "Ds3---p", | |
| "Ds3---s", | |
| "Ds3---sy", | |
| "Ds3fp-s", | |
| "Ds3fsos", | |
| "Ds3fsrs", | |
| "Ds3mp-s", | |
| "Ds3ms-s", | |
| "Dw3--r---e", | |
| "Dw3-po---e", | |
| "Dw3fpr", | |
| "Dw3fso---e", | |
| "Dw3fsr", | |
| "Dw3mpr", | |
| "Dw3mso---e", | |
| "Dw3msr", | |
| "Dz3fsr---e", | |
| "Dz3mso---e", | |
| "Dz3msr---e", | |
| "EQUAL", | |
| "EXCL", | |
| "EXCLHELLIP", | |
| "GE", | |
| "GT", | |
| "HELLIP", | |
| "I", | |
| "LCURL", | |
| "LPAR", | |
| "LSQR", | |
| "LT", | |
| "M", | |
| "Mc-p-d", | |
| "Mc-p-l", | |
| "Mc-s-b", | |
| "Mc-s-d", | |
| "Mc-s-l", | |
| "Mcfp-l", | |
| "Mcfp-ln", | |
| "Mcfprln", | |
| "Mcfprly", | |
| "Mcfsoln", | |
| "Mcfsrl", | |
| "Mcfsrln", | |
| "Mcfsrly", | |
| "Mcmp-l", | |
| "Mcms-ln", | |
| "Mcmsrl", | |
| "Mcmsrln", | |
| "Mcmsrly", | |
| "Mffprln", | |
| "Mffsrln", | |
| "Mlfpo", | |
| "Mlfpr", | |
| "Mlmpr", | |
| "Mo---l", | |
| "Mo---ln", | |
| "Mo-s-r", | |
| "Mofp-ln", | |
| "Mofpoly", | |
| "Mofprly", | |
| "Mofs-l", | |
| "Mofsoln", | |
| "Mofsoly", | |
| "Mofsrln", | |
| "Mofsrly", | |
| "Mompoly", | |
| "Momprly", | |
| "Moms-l", | |
| "Moms-ln", | |
| "Momsoly", | |
| "Momsrly", | |
| "Nc", | |
| "Nc---n", | |
| "Ncf--n", | |
| "Ncfp-n", | |
| "Ncfpoy", | |
| "Ncfpry", | |
| "Ncfs-n", | |
| "Ncfson", | |
| "Ncfsoy", | |
| "Ncfsrn", | |
| "Ncfsry", | |
| "Ncfsryy", | |
| "Ncfsvy", | |
| "Ncm--n", | |
| "Ncmp-n", | |
| "Ncmpoy", | |
| "Ncmpry", | |
| "Ncms-n", | |
| "Ncms-ny", | |
| "Ncms-y", | |
| "Ncmsoy", | |
| "Ncmsrn", | |
| "Ncmsry", | |
| "Ncmsryy", | |
| "Ncmsvn", | |
| "Ncmsvy", | |
| "Np", | |
| "Npfson", | |
| "Npfsoy", | |
| "Npfsrn", | |
| "Npfsry", | |
| "Npmpoy", | |
| "Npmpry", | |
| "Npms-n", | |
| "Npmsoy", | |
| "Npmsry", | |
| "PERCENT", | |
| "PERIOD", | |
| "PLUS", | |
| "PLUSMINUS", | |
| "Pd3-po", | |
| "Pd3fpr", | |
| "Pd3fso", | |
| "Pd3fsr", | |
| "Pd3mpo", | |
| "Pd3mpr", | |
| "Pd3mpr--y", | |
| "Pd3mso", | |
| "Pd3msr", | |
| "Pi3--r", | |
| "Pi3-po", | |
| "Pi3-so", | |
| "Pi3-sr", | |
| "Pi3fpr", | |
| "Pi3fso", | |
| "Pi3fsr", | |
| "Pi3mpr", | |
| "Pi3mso", | |
| "Pi3msr", | |
| "Pi3msr--y", | |
| "Pp1-pa--------w", | |
| "Pp1-pa--y-----w", | |
| "Pp1-pd--------s", | |
| "Pp1-pd--------w", | |
| "Pp1-pd--y-----w", | |
| "Pp1-pr--------s", | |
| "Pp1-sa--------s", | |
| "Pp1-sa--------w", | |
| "Pp1-sa--y-----w", | |
| "Pp1-sd--------s", | |
| "Pp1-sd--------w", | |
| "Pp1-sd--y-----w", | |
| "Pp1-sn--------s", | |
| "Pp2-----------s", | |
| "Pp2-pa--------w", | |
| "Pp2-pa--y-----w", | |
| "Pp2-pd--------w", | |
| "Pp2-pd--y-----w", | |
| "Pp2-pr--------s", | |
| "Pp2-sa--------s", | |
| "Pp2-sa--------w", | |
| "Pp2-sa--y-----w", | |
| "Pp2-sd--------s", | |
| "Pp2-sd--------w", | |
| "Pp2-sd--y-----w", | |
| "Pp2-sn--------s", | |
| "Pp2-so--------s", | |
| "Pp2-sr--------s", | |
| "Pp3-p---------s", | |
| "Pp3-pd--------w", | |
| "Pp3-pd--y-----w", | |
| "Pp3-po--------s", | |
| "Pp3-sd--------w", | |
| "Pp3-sd--y-----w", | |
| "Pp3-so--------s", | |
| "Pp3fpa--------w", | |
| "Pp3fpa--y-----w", | |
| "Pp3fpr--------s", | |
| "Pp3fs---------s", | |
| "Pp3fsa--------w", | |
| "Pp3fsa--y-----w", | |
| "Pp3fso--------s", | |
| "Pp3fsr--------s", | |
| "Pp3fsr--y-----s", | |
| "Pp3mpa--------w", | |
| "Pp3mpa--y-----w", | |
| "Pp3mpr--------s", | |
| "Pp3ms---------s", | |
| "Pp3msa--------w", | |
| "Pp3msa--y-----w", | |
| "Pp3mso--------s", | |
| "Pp3msr--------s", | |
| "Pp3msr--y-----s", | |
| "Ps1fp-s", | |
| "Ps1fsrp", | |
| "Ps1fsrs", | |
| "Ps1mp-p", | |
| "Ps1ms-p", | |
| "Ps2fp-s", | |
| "Ps2fsrp", | |
| "Ps2fsrs", | |
| "Ps3---p", | |
| "Ps3---s", | |
| "Ps3fp-s", | |
| "Ps3fsrs", | |
| "Ps3mp-s", | |
| "Ps3ms-s", | |
| "Pw3--r", | |
| "Pw3-po", | |
| "Pw3-so", | |
| "Pw3fpr", | |
| "Pw3fso", | |
| "Pw3mpr", | |
| "Pw3mso", | |
| "Px3--a--------s", | |
| "Px3--a--------w", | |
| "Px3--a--y-----w", | |
| "Px3--d--------w", | |
| "Px3--d--y-----w", | |
| "Pz3-sr", | |
| "Pz3fsr", | |
| "QUEST", | |
| "QUOT", | |
| "Qf", | |
| "Qn", | |
| "Qs", | |
| "Qs-y", | |
| "Qz", | |
| "Qz-y", | |
| "RCURL", | |
| "RPAR", | |
| "RSQR", | |
| "Rc", | |
| "Rgp", | |
| "Rgpy", | |
| "Rgs", | |
| "Rp", | |
| "Rw", | |
| "Rw-y", | |
| "Rz", | |
| "SCOLON", | |
| "SLASH", | |
| "STAR", | |
| "Sp", | |
| "Spsa", | |
| "Spsay", | |
| "Spsd", | |
| "Spsg", | |
| "Td-po", | |
| "Tdfpr", | |
| "Tdfso", | |
| "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", | |
| "Tsmp", | |
| "Tsms", | |
| "UNDERSC", | |
| "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", | |
| "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", | |
| "_SP" | |
| ], | |
| "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" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "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", | |
| "lemmatizer", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "lemmatizer", | |
| "senter", | |
| "attribute_ruler", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":0.9980078514, | |
| "token_p":0.9967350492, | |
| "token_r":0.9957244934, | |
| "token_f":0.9959492157, | |
| "tag_acc":0.9657255109, | |
| "sents_p":0.9732262383, | |
| "sents_r":0.9667553191, | |
| "sents_f":0.9699799867, | |
| "dep_uas":0.8875784191, | |
| "dep_las":0.8359473024, | |
| "dep_las_per_type":{ | |
| "root":{ | |
| "p":0.8880733945, | |
| "r":0.9114877589, | |
| "f":0.8996282528 | |
| }, | |
| "mark":{ | |
| "p":0.9138576779, | |
| "r":0.920754717, | |
| "f":0.9172932331 | |
| }, | |
| "case":{ | |
| "p":0.9649585531, | |
| "r":0.9602549681, | |
| "f":0.9626010148 | |
| }, | |
| "nmod:tmod":{ | |
| "p":0.6538461538, | |
| "r":0.1428571429, | |
| "f":0.2344827586 | |
| }, | |
| "amod":{ | |
| "p":0.9165957447, | |
| "r":0.9173764906, | |
| "f":0.9169859515 | |
| }, | |
| "nsubj":{ | |
| "p":0.8585365854, | |
| "r":0.8341232227, | |
| "f":0.8461538462 | |
| }, | |
| "nmod":{ | |
| "p":0.82421875, | |
| "r":0.8286326312, | |
| "f":0.826419797 | |
| }, | |
| "aux":{ | |
| "p":0.9737335835, | |
| "r":0.9488117002, | |
| "f":0.9611111111 | |
| }, | |
| "advcl":{ | |
| "p":0.618705036, | |
| "r":0.6466165414, | |
| "f":0.6323529412 | |
| }, | |
| "obj":{ | |
| "p":0.811440678, | |
| "r":0.8845265589, | |
| "f":0.8464088398 | |
| }, | |
| "det":{ | |
| "p":0.9608745685, | |
| "r":0.9456398641, | |
| "f":0.953196347 | |
| }, | |
| "cc":{ | |
| "p":0.9308176101, | |
| "r":0.9269311065, | |
| "f":0.9288702929 | |
| }, | |
| "conj":{ | |
| "p":0.5862068966, | |
| "r":0.5515643105, | |
| "f":0.568358209 | |
| }, | |
| "nummod":{ | |
| "p":0.8687022901, | |
| "r":0.8835403727, | |
| "f":0.8760585065 | |
| }, | |
| "acl":{ | |
| "p":0.8, | |
| "r":0.7131782946, | |
| "f":0.7540983607 | |
| }, | |
| "advmod":{ | |
| "p":0.8324742268, | |
| "r":0.8522427441, | |
| "f":0.8422425033 | |
| }, | |
| "obl":{ | |
| "p":0.6857142857, | |
| "r":0.8223350254, | |
| "f":0.7478361223 | |
| }, | |
| "expl:pass":{ | |
| "p":0.8, | |
| "r":0.7407407407, | |
| "f":0.7692307692 | |
| }, | |
| "nsubj:pass":{ | |
| "p":0.8039215686, | |
| "r":0.75, | |
| "f":0.7760252366 | |
| }, | |
| "fixed":{ | |
| "p":0.8815789474, | |
| "r":0.8498942918, | |
| "f":0.8654467169 | |
| }, | |
| "appos":{ | |
| "p":0.49, | |
| "r":0.3740458015, | |
| "f":0.4242424242 | |
| }, | |
| "parataxis":{ | |
| "p":0.1960784314, | |
| "r":0.2857142857, | |
| "f":0.2325581395 | |
| }, | |
| "aux:pass":{ | |
| "p":0.9205298013, | |
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| { | |
| "name":"UD Romanian RRT v2.8", | |
| "url":"https://github.com/UniversalDependencies/UD_Romanian-RRT", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin" | |
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| "name":"RONEC - the Romanian Named Entity Corpus (ca9ce460)", | |
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| "author":"Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan" | |
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| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
| "url":"https://spacy.io", | |
| "license":"CC0", | |
| "author":"Explosion" | |
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| } |