{ "lang":"en", "name":"core_web_sm", "version":"3.8.0", "description":"English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"MIT", "spacy_version":">=3.8.0,<3.9.0", "spacy_git_version":"5010fcbd3", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "tok2vec":[ ], "tagger":[ "$", "''", ",", "-LRB-", "-RRB-", ".", ":", "ADD", "AFX", "CC", "CD", "DT", "EX", "FW", "HYPH", "IN", "JJ", "JJR", "JJS", "LS", "MD", "NFP", "NN", "NNP", "NNPS", "NNS", "PDT", "POS", "PRP", "PRP$", "RB", "RBR", "RBS", "RP", "SYM", "TO", "UH", "VB", "VBD", "VBG", "VBN", "VBP", "VBZ", "WDT", "WP", "WP$", "WRB", "XX", "_SP", "``" ], "parser":[ "ROOT", "acl", "acomp", "advcl", "advmod", "agent", "amod", "appos", "attr", "aux", "auxpass", "case", "cc", "ccomp", "compound", "conj", "csubj", "csubjpass", "dative", "dep", "det", "dobj", "expl", "intj", "mark", "meta", "neg", "nmod", "npadvmod", "nsubj", "nsubjpass", "nummod", "oprd", "parataxis", "pcomp", "pobj", "poss", "preconj", "predet", "prep", "prt", "punct", "quantmod", "relcl", "xcomp" ], "attribute_ruler":[ ], "lemmatizer":[ ], "ner":[ "CARDINAL", "DATE", "EVENT", "FAC", "GPE", "LANGUAGE", "LAW", "LOC", "MONEY", "NORP", "ORDINAL", "ORG", "PERCENT", "PERSON", "PRODUCT", "QUANTITY", "TIME", "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":0.9986194413, "token_p":0.9956819193, "token_r":0.9957659295, "token_f":0.9957239226, "tag_acc":0.972937262, "sents_p":0.9200841934, "sents_r":0.8939244013, "sents_f":0.9068156724, "dep_uas":0.9176955214, "dep_las":0.8991533598, "dep_las_per_type":{ "prep":{ "p":0.8541604085, "r":0.8631379245, "f":0.8586257006 }, "det":{ "p":0.9768729642, "r":0.9782271875, "f":0.9775496068 }, "pobj":{ "p":0.9620664033, "r":0.966071078, "f":0.9640645819 }, "nsubj":{ "p":0.9573684677, "r":0.9454983571, "f":0.9513963894 }, "aux":{ "p":0.9792295402, "r":0.982106294, "f":0.9806658074 }, "advmod":{ "p":0.8525198045, "r":0.8510853104, "f":0.8518019535 }, "relcl":{ "p":0.7660107335, "r":0.776850508, "f":0.7713925419 }, "root":{ "p":0.9179682195, "r":0.8917474767, "f":0.9046678936 }, "xcomp":{ "p":0.8814035088, "r":0.9016511127, "f":0.8914123492 }, "amod":{ "p":0.9161996611, "r":0.9109167477, "f":0.9135505669 }, "compound":{ "p":0.916113822, "r":0.9305524616, "f":0.9232766957 }, "poss":{ "p":0.9741586538, "r":0.9788647343, "f":0.9765060241 }, "ccomp":{ "p":0.7786216062, "r":0.8352342159, "f":0.8059349514 }, "attr":{ "p":0.8972491909, "r":0.9327165685, "f":0.9146391753 }, "case":{ "p":0.9782608696, "r":0.990990991, "f":0.9845847837 }, "mark":{ "p":0.9028511088, "r":0.906200318, "f":0.9045226131 }, "intj":{ "p":0.6679841897, "r":0.619047619, "f":0.6425855513 }, "advcl":{ "p":0.6656519533, "r":0.6607907328, "f":0.6632124352 }, "cc":{ "p":0.8345964153, "r":0.8298050472, "f":0.8321938347 }, "neg":{ "p":0.9475786321, "r":0.9523331661, "f":0.9499499499 }, "conj":{ "p":0.7649689441, "r":0.7751762336, "f":0.7700387645 }, "nsubjpass":{ "p":0.9159021407, "r":0.9215384615, "f":0.9187116564 }, "auxpass":{ "p":0.9494232476, "r":0.9749430524, "f":0.9620139357 }, "dobj":{ "p":0.9231431478, "r":0.9399155311, "f":0.9314538419 }, "nummod":{ "p":0.9353284301, "r":0.9313131313, "f":0.9333164621 }, "npadvmod":{ "p":0.7748267898, "r":0.7150976909, "f":0.7437650102 }, "prt":{ "p":0.8148760331, "r":0.8835125448, "f":0.8478073947 }, "pcomp":{ "p":0.8693820225, "r":0.8669467787, "f":0.8681626928 }, "expl":{ "p":0.9789029536, "r":0.9935760171, "f":0.9861849097 }, "acl":{ "p":0.7417295415, "r":0.6972176759, "f":0.7187851519 }, "agent":{ "p":0.8994889267, "r":0.9462365591, "f":0.9222707424 }, "dative":{ "p":0.7669172932, "r":0.7018348624, "f":0.7329341317 }, "acomp":{ "p":0.9132441163, "r":0.8975056689, "f":0.9053064959 }, "dep":{ "p":0.3686006826, "r":0.1753246753, "f":0.2376237624 }, "csubj":{ "p":0.7039106145, "r":0.7455621302, "f":0.724137931 }, "quantmod":{ "p":0.8625336927, "r":0.7798537774, "f":0.819112628 }, "nmod":{ "p":0.752886836, "r":0.5959780622, "f":0.6653061224 }, "appos":{ "p":0.6866606983, "r":0.6655097614, "f":0.6759198061 }, "predet":{ "p":0.8406374502, "r":0.9055793991, "f":0.8719008264 }, "preconj":{ "p":0.5591397849, "r":0.6046511628, "f":0.5810055866 }, "oprd":{ "p":0.8287671233, "r":0.7223880597, "f":0.7719298246 }, "parataxis":{ "p":0.5860215054, "r":0.4728850325, "f":0.5234093637 }, "meta":{ "p":0.8, "r":0.4615384615, "f":0.5853658537 }, "csubjpass":{ "p":0.625, "r":0.8333333333, "f":0.7142857143 } }, "ents_p":0.8429743795, "ents_r":0.8436498397, "ents_f":0.8433119744, "ents_per_type":{ "DATE":{ "p":0.8531038722, "r":0.8812698413, "f":0.8669581512 }, "GPE":{ "p":0.9142205757, "r":0.8948396095, "f":0.9044262757 }, "ORDINAL":{ "p":0.7741046832, "r":0.8726708075, "f":0.8204379562 }, "ORG":{ "p":0.7904834996, "r":0.8191940615, "f":0.8045827366 }, "CARDINAL":{ "p":0.8149386845, "r":0.8692033294, "f":0.8411967779 }, "FAC":{ "p":0.3904761905, "r":0.3153846154, "f":0.3489361702 }, "PERSON":{ "p":0.8574969021, "r":0.9033942559, "f":0.8798474253 }, "NORP":{ "p":0.903122498, "r":0.9024, "f":0.9027611044 }, "TIME":{ "p":0.7454545455, "r":0.7192982456, "f":0.7321428571 }, "LOC":{ "p":0.7356321839, "r":0.6114649682, "f":0.667826087 }, "MONEY":{ "p":0.915274463, "r":0.9055489965, "f":0.9103857567 }, "QUANTITY":{ "p":0.8153846154, "r":0.5824175824, "f":0.6794871795 }, "WORK_OF_ART":{ "p":0.4744525547, "r":0.3350515464, "f":0.3927492447 }, "EVENT":{ "p":0.6341463415, "r":0.2988505747, "f":0.40625 }, "LAW":{ "p":0.4464285714, "r":0.390625, "f":0.4166666667 }, "PERCENT":{ "p":0.9153354633, "r":0.8774885145, "f":0.8960125098 }, "LANGUAGE":{ "p":0.7692307692, "r":0.625, "f":0.6896551724 }, "PRODUCT":{ "p":0.5287356322, "r":0.2180094787, "f":0.3087248322 } }, "speed":9426.1029865937 }, "sources":[ { "name":"OntoNotes 5", "url":"https://catalog.ldc.upenn.edu/LDC2013T19", "license":"commercial (licensed by Explosion)", "author":"Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston" }, { "name":"ClearNLP Constituent-to-Dependency Conversion", "url":"https://github.com/clir/clearnlp-guidelines/blob/master/md/components/dependency_conversion.md", "license":"Citation provided for reference, no code packaged with model", "author":"Emory University" }, { "name":"WordNet 3.0", "url":"https://wordnet.princeton.edu/", "author":"Princeton University", "license":"WordNet 3.0 License" } ], "requirements":[ ] }