en_pipeline / meta.json
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Update spaCy pipeline
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{
"lang":"en",
"name":"pipeline",
"version":"0.0.0",
"description":"",
"author":"",
"email":"",
"url":"",
"license":"",
"spacy_version":">=3.6.1,<3.7.0",
"spacy_git_version":"458bc5f45",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"ner":[
"degree",
"experience",
"majors",
"publications",
"skills"
]
},
"pipeline":[
"transformer",
"ner"
],
"components":[
"transformer",
"ner"
],
"disabled":[
],
"performance":{
"ents_f":0.8018461538,
"ents_p":0.8184673367,
"ents_r":0.7858866104,
"ents_per_type":{
"skills":{
"p":0.8366762178,
"r":0.8148837209,
"f":0.8256361923
},
"experience":{
"p":0.4489795918,
"r":0.3098591549,
"f":0.3666666667
},
"degree":{
"p":0.9096385542,
"r":0.9096385542,
"f":0.9096385542
},
"majors":{
"p":0.924137931,
"r":0.8375,
"f":0.8786885246
},
"publications":{
"p":0.7205882353,
"r":0.852173913,
"f":0.780876494
}
},
"transformer_loss":2425.0227167219,
"ner_loss":1139.5288169109
},
"requirements":[
"spacy-transformers>=1.2.5,<1.3.0"
]
}