| { | |
| "lang":"sr", | |
| "name":"SRPCNNEL", | |
| "version":"1.0.0", | |
| "description":"Named Entity Linking model for Serbian language", | |
| "author":"Milica Ikoni\u0107 Ne\u0161i\u0107, Sa\u0161a Petalinkar, Ranka Stankovi\u0107, Milo\u0161 Utvi\u0107, Olivera Kitanovi\u0107", | |
| "email":"milica.ikonic.nesic@fil.bg.ac.rs", | |
| "url":"https://tesla.rgf.bg.ac.rs/", | |
| "license":"", | |
| "spacy_version":">=3.5.2,<3.6.0", | |
| "spacy_git_version":"aea4a96f9", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "tagger":[ | |
| "ADJ", | |
| "ADP", | |
| "ADV", | |
| "AUX", | |
| "CCONJ", | |
| "DET", | |
| "INTJ", | |
| "NOUN", | |
| "NUM", | |
| "PART", | |
| "PRON", | |
| "PROPN", | |
| "PUNCT", | |
| "SCONJ", | |
| "VERB", | |
| "X" | |
| ], | |
| "ner":[ | |
| "DEMO", | |
| "EVENT", | |
| "LOC", | |
| "ORG", | |
| "PERS", | |
| "ROLE", | |
| "WORK" | |
| ], | |
| "sentencizer":[ | |
| ], | |
| "entity_linker":[ | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "tagger", | |
| "ner", | |
| "sentencizer", | |
| "entity_linker" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "ner", | |
| "sentencizer", | |
| "entity_linker" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "tag_acc":0.9648654551, | |
| "ents_f":0.9337571433, | |
| "ents_p":0.9334730579, | |
| "ents_r":0.9340414017, | |
| "ents_per_type":{ | |
| "ROLE":{ | |
| "p":0.8352234823, | |
| "r":0.8220617203, | |
| "f":0.8285903375 | |
| }, | |
| "PERS":{ | |
| "p":0.97132572, | |
| "r":0.9787367104, | |
| "f":0.9750171329 | |
| }, | |
| "LOC":{ | |
| "p":0.9330459041, | |
| "r":0.9696889826, | |
| "f":0.9510146051 | |
| }, | |
| "DEMO":{ | |
| "p":0.8739903069, | |
| "r":0.8519685039, | |
| "f":0.8628389155 | |
| }, | |
| "ORG":{ | |
| "p":0.7676282051, | |
| "r":0.6543715847, | |
| "f":0.7064896755 | |
| }, | |
| "WORK":{ | |
| "p":0.65625, | |
| "r":0.2957746479, | |
| "f":0.4077669903 | |
| }, | |
| "EVENT":{ | |
| "p":0.5555555556, | |
| "r":0.3125, | |
| "f":0.4 | |
| } | |
| }, | |
| "tok2vec_loss":2054.72206861, | |
| "tagger_loss":5028.4465362073, | |
| "ner_loss":1481.7050281455 | |
| }, | |
| "requirements":[ | |
| ] | |
| } |