metadata
tags:
- spacy
- token-classification
language:
- en
model-index:
- name: en_acnl_electra_pipeline
results:
- task:
name: POS
type: token-classification
metrics:
- name: POS Accuracy
type: accuracy
value: 0.9769257272
- task:
name: SENTER
type: token-classification
metrics:
- name: SENTER Precision
type: precision
value: 0.9508884151
- name: SENTER Recall
type: recall
value: 0.94805839
- name: SENTER F Score
type: f_score
value: 0.9494712937
- task:
name: UNLABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Unlabeled Dependencies Accuracy
type: accuracy
value: 0.9577103137
- task:
name: LABELED_DEPENDENCIES
type: token-classification
metrics:
- name: Labeled Dependencies Accuracy
type: accuracy
value: 0.9577103137
| Feature | Description |
|---|---|
| Name | en_acnl_electra_pipeline |
| Version | 0.0.1 |
| spaCy | >=3.1.3,<3.2.0 |
| Default Pipeline | transformer, tagger, parser |
| Components | transformer, tagger, parser |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | GPL |
| Author | Daniel Vasić() |
Label Scheme
View label scheme (87 labels for 2 components)
| Component | Labels |
|---|---|
tagger |
$, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, VERB, WDT, WP, WP$, WRB, XX, ```` |
parser |
ROOT, acl, acomp, advcl, advmod, amod, appos, aux, auxpass, case, cc, ccomp, compound, conj, dative, dep, det, dobj, intj, mark, meta, neg, nmod, npadvmod, nummod, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, xcomp |
Accuracy
| Type | Score |
|---|---|
TAG_ACC |
97.69 |
DEP_UAS |
95.77 |
DEP_LAS |
94.52 |
SENTS_P |
95.09 |
SENTS_R |
94.81 |
SENTS_F |
94.95 |
TRANSFORMER_LOSS |
6123357.72 |
TAGGER_LOSS |
338995.26 |
PARSER_LOSS |
4101825.66 |