{ "lang":"en", "name":"xlnet_jd_pipeline", "version":"0.0.0", "description":"", "author":"", "email":"", "url":"", "license":"", "spacy_version":">=3.5.1,<3.6.0", "spacy_git_version":"Unknown", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "transformer":[ ], "ner":[ "DIPLOMA", "DIPLOMA_MAJOR", "EXPERIENCE", "SKILLS" ] }, "pipeline":[ "transformer", "ner" ], "components":[ "transformer", "ner" ], "disabled":[ ], "performance":{ "ents_f":0.675257732, "ents_p":0.6717948718, "ents_r":0.6787564767, "ents_per_type":{ "SKILLS":{ "p":0.6338461538, "r":0.653968254, "f":0.64375 }, "DIPLOMA":{ "p":0.7894736842, "r":1.0, "f":0.8823529412 }, "DIPLOMA_MAJOR":{ "p":0.8888888889, "r":0.6666666667, "f":0.7619047619 }, "EXPERIENCE":{ "p":0.8947368421, "r":0.85, "f":0.8717948718 } }, "transformer_loss":659.3149629769, "ner_loss":911.6294298615 }, "requirements":[ "spacy-transformers>=1.2.2,<1.3.0" ] }