{ "lang":"de", "name":"core_news_md", "version":"3.4.0", "description":"German pipeline optimized for CPU. 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"pipeline":[ "tok2vec", "tagger", "morphologizer", "parser", "lemmatizer", "attribute_ruler", "ner" ], "components":[ "tok2vec", "tagger", "morphologizer", "parser", "lemmatizer", "senter", "attribute_ruler", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9998017682, "token_p":0.9991808044, "token_r":0.9990356034, "token_f":0.9991081986, "tag_acc":0.9779833488, "pos_acc":0.9834280428, "morph_acc":0.916611603, "morph_micro_p":0.9571762082, "morph_micro_r":0.957181767, "morph_micro_f":0.9571789876, "morph_per_feat":{ "Case":{ "p":0.9193075038, "r":0.9212919241, "f":0.9202986442 }, "Definite":{ "p":0.995785877, "r":0.9971487226, "f":0.9964668338 }, "Gender":{ "p":0.939871554, "r":0.9458399187, "f":0.9428462913 }, "Number":{ "p":0.9748200606, "r":0.9757007181, "f":0.9752601906 }, "PronType":{ "p":0.9932509351, "r":0.9904321738, "f":0.9918395518 }, "Degree":{ "p":0.9810493069, "r":0.9759120265, "f":0.9784739237 }, "VerbForm":{ "p":0.9590348525, "r":0.9602705895, 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"ents_p":0.8451381736, "ents_r":0.8362589585, "ents_f":0.8406751211, "ents_per_type":{ "LOC":{ "p":0.8626801391, "r":0.8730930427, "f":0.8678553574 }, "PER":{ "p":0.8820044093, "r":0.9078144944, "f":0.8947233547 }, "MISC":{ "p":0.7924891671, "r":0.7192708658, "f":0.7541069442 }, "ORG":{ "p":0.7838008194, "r":0.7477450391, "f":0.7653485152 } } }, "sources":[ { "name":"TIGER Corpus", "author":"Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther K\u00f6nig, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit", "url":"https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html", "license":"commercial (licensed by Explosion)" }, { "name":"Tiger2Dep", "url":"https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/", "license":"Citation provided for reference, no code packaged with model", "author":"Wolfgang Seeker" }, { "name":"WikiNER", "url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500", "license":"CC BY 4.0", "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran" }, { "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", "url":"https://spacy.io", "license":"CC0", "author":"Explosion" } ], "requirements":[ ] }