Downloads · 30 days
2
0% of all-time downloads
en_acnl_roberta_pipeline
danielvasic/en_acnl_roberta_pipeline
en_acnl_roberta_pipeline is a text classification model from danielvasic. Use it when you need a label for a piece of text. It is set up for spacy. The card lists the license as cc-by-4.0.
All-time downloads
1K
Public
Repo size
2.7 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin1.4 GB · 52%
At a glance
- Task
- Text Classification
- Library
- spacy
- License
- cc-by-4.0
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Mar 15, 2023
- SHA
- 3494a522
Try a prompt
Datasets
Model card
From the Hugging Face model README
| Feature | Description |
|---|---|
| Name | en_acnl_roberta_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 | OntoNotes |
| License | CC BY-SA 4.0 |
| Author | Daniel Vasić |
Label Scheme
<details> <summary>View label scheme (87 labels for 2 components)</summary>| 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 | 98.05 |
DEP_UAS | 95.98 |
DEP_LAS | 94.83 |
SENTS_P | 93.80 |
SENTS_R | 95.42 |
SENTS_F | 94.61 |
TRANSFORMER_LOSS | 3784861.59 |
TAGGER_LOSS | 698704.80 |
PARSER_LOSS | 5540167.00 |
- Task
- Text Classification
- Library
- spacy
- License
- cc-by-4.0
- Languages
- en
- Created
- Mar 2, 2022
- Updated
- Mar 15, 2023