| { | |
| "lang":"fr", | |
| "name":"arches_ner_trf", | |
| "version":"0.0.0", | |
| "description":"French model trained to recognize named entities from archaeological reports.", | |
| "author":"", | |
| "email":"", | |
| "url":"", | |
| "license":"cc-by-nc 2.0", | |
| "spacy_version":">=3.6.1,<3.7.0", | |
| "spacy_git_version":"458bc5f45", | |
| "vectors":{ | |
| "width":0, | |
| "vectors":0, | |
| "keys":0, | |
| "name":null | |
| }, | |
| "labels":{ | |
| "transformer":[ | |
| ], | |
| "ner":[ | |
| "CHRONOLOGIE", | |
| "DECOR", | |
| "EDIFICE", | |
| "ESPECE", | |
| "GPE", | |
| "ID", | |
| "LIEUDIT_SITE", | |
| "LOC", | |
| "MATERIAU", | |
| "MOBILIER", | |
| "ORG", | |
| "PERSONNE", | |
| "PEUPLE_CULTURE", | |
| "STRUCTURE", | |
| "TECHNIQUE_STYLE" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner", | |
| "entity_punctuation_removal" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner", | |
| "entity_punctuation_removal" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.8231306491, | |
| "ents_p":0.8033279872, | |
| "ents_r":0.8439342881, | |
| "ents_per_type":{ | |
| "ORG":{ | |
| "p":0.6967213115, | |
| "r":0.8095238095, | |
| "f":0.7488986784 | |
| }, | |
| "GPE":{ | |
| "p":0.869047619, | |
| "r":0.8902439024, | |
| "f":0.8795180723 | |
| }, | |
| "CHRONOLOGIE":{ | |
| "p":0.8232044199, | |
| "r":0.8696498054, | |
| "f":0.8457899716 | |
| }, | |
| "LOC":{ | |
| "p":0.8062015504, | |
| "r":0.776119403, | |
| "f":0.7908745247 | |
| }, | |
| "LIEUDIT_SITE":{ | |
| "p":0.7112299465, | |
| "r":0.6487804878, | |
| "f":0.6785714286 | |
| }, | |
| "PEUPLE_CULTURE":{ | |
| "p":0.2708333333, | |
| "r":0.8666666667, | |
| "f":0.4126984127 | |
| }, | |
| "MATERIAU":{ | |
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| "r":0.8006329114, | |
| "f":0.8096 | |
| }, | |
| "TECHNIQUE_STYLE":{ | |
| "p":0.785467128, | |
| "r":0.7442622951, | |
| "f":0.7643097643 | |
| }, | |
| "MOBILIER":{ | |
| "p":0.8251308901, | |
| "r":0.8745837958, | |
| "f":0.849137931 | |
| }, | |
| "STRUCTURE":{ | |
| "p":0.7746031746, | |
| "r":0.8201680672, | |
| "f":0.7967346939 | |
| }, | |
| "ID":{ | |
| "p":0.8271155596, | |
| "r":0.9044776119, | |
| "f":0.8640684411 | |
| }, | |
| "ESPECE":{ | |
| "p":0.96, | |
| "r":0.8571428571, | |
| "f":0.9056603774 | |
| }, | |
| "PERSONNE":{ | |
| "p":0.875, | |
| "r":0.8936170213, | |
| "f":0.8842105263 | |
| }, | |
| "DECOR":{ | |
| "p":0.5223880597, | |
| "r":0.6730769231, | |
| "f":0.5882352941 | |
| }, | |
| "EDIFICE":{ | |
| "p":0.4761904762, | |
| "r":0.4545454545, | |
| "f":0.4651162791 | |
| } | |
| }, | |
| "transformer_loss":2189.2397952173, | |
| "ner_loss":517.7935899099 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.3.4,<1.4.0" | |
| ] | |
| } |