RE with transformer (sentence bert)
| Feature |
Description |
| Name |
en_nerry_rel_trf_sentBert |
| Version |
2.1.0 |
| spaCy |
>=3.6.1,<3.7.0 |
| Default Pipeline |
transformer, ner, relation_extractor |
| Components |
transformer, ner, relation_extractor |
| Vectors |
0 keys, 0 unique vectors (0 dimensions) |
| Sources |
n/a |
| License |
n/a |
| Author |
HjAnthony |
Label Scheme
View label scheme (4 labels for 2 components)
| Component |
Labels |
ner |
CRIME, PERSON, PROCECUTION |
relation_extractor |
INVOVLED_IN |
Accuracy
| Type |
Score |
ENTS_F |
96.15 |
ENTS_P |
92.59 |
ENTS_R |
100.00 |
REL_MICRO_P |
88.24 |
REL_MICRO_R |
100.00 |
REL_MICRO_F |
93.75 |
TRANSFORMER_LOSS |
0.00 |
RELATION_EXTRACTOR_LOSS |
366.91 |
