| Feature |
Description |
| Name |
en_pipeline |
| Version |
0.0.0 |
| spaCy |
>=3.4.2,<3.5.0 |
| Default Pipeline |
transformer, ner |
| Components |
transformer, ner |
| Vectors |
0 keys, 0 unique vectors (0 dimensions) |
| Sources |
n/a |
| License |
n/a |
| Author |
Kristopher Kyle, Hakyung Sung |
Label Scheme
This model identifies and categorizes Argument Structure Constructions (ASCs). ASC types are marked on the main verb of the ASC.
View label scheme (9 labels for 1 components)
| Component |
Labels |
ner |
ATTR, CAUS_MOT, DITRAN, INTRAN_MOT, INTRAN_RES, INTRAN_S, PASSIVE, TRAN_RES, TRAN_S |
Accuracy
| Type |
Score |
ENTS_F |
91.65 |
ENTS_P |
91.53 |
ENTS_R |
91.78 |
TRANSFORMER_LOSS |
10943.24 |
NER_LOSS |
18950.33 |
