| { | |
| "lang":"en", | |
| "name":"nerry_rel_trf_sentBert", | |
| "version":"2.1.0", | |
| "description":"RE with transformer (sentence bert)", | |
| "author":"HjAnthony", | |
| "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":[ | |
| "CRIME", | |
| "PERSON", | |
| "PROCECUTION" | |
| ], | |
| "relation_extractor":[ | |
| "INVOVLED_IN" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "transformer", | |
| "ner", | |
| "relation_extractor" | |
| ], | |
| "components":[ | |
| "transformer", | |
| "ner", | |
| "relation_extractor" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
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| "ents_p":0.9259259259, | |
| "ents_r":1.0, | |
| "ents_per_type":{ | |
| "PERSON":{ | |
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| "f":0.9230769231 | |
| }, | |
| "CRIME":{ | |
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| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "PROCECUTION":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| } | |
| }, | |
| "rel_micro_p":0.8823529412, | |
| "rel_micro_r":1.0, | |
| "rel_micro_f":0.9375, | |
| "transformer_loss":0.0, | |
| "relation_extractor_loss":3.6690840069 | |
| }, | |
| "requirements":[ | |
| "spacy-transformers>=1.3.2,<1.4.0" | |
| ] | |
| } |