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vi_udv25_vietnamesevtb_trf
explosion/vi_udv25_vietnamesevtb_trf
vi_udv25_vietnamesevtb_trf is a token classification model from explosion. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as cc-by-sa-4.0.
UD v2.5 benchmarking pipeline for UDVietnamese-VTB
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2021
- SHA
- 75069458
Model card
From the Hugging Face model README
UD v2.5 benchmarking pipeline for UD_Vietnamese-VTB
| Feature | Description |
|---|---|
| Name | vi_udv25_vietnamesevtb_trf |
| Version | 0.0.1 |
| spaCy | >=3.2.1,<3.3.0 |
| Default Pipeline | experimental_char_ner_tokenizer, transformer, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer |
| Components | experimental_char_ner_tokenizer, transformer, senter, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Universal Dependencies v2.5 (Zeman, Daniel; et al.) |
| License | CC BY-SA 4.0 |
| Author | Explosion |
Label Scheme
<details> <summary>View label scheme (81 labels for 6 components)</summary>| Component | Labels |
|---|---|
experimental_char_ner_tokenizer | TOKEN |
senter | I, S |
tagger | !, ", ,, -, ., ..., :, ;, ?, @, A, C, CC, E, I, L, LBKT, M, N, NP, Nb, Nc, Np, Nu, Ny, P, R, RBKT, T, V, VP, X, Y, Z |
morphologizer | POS=NOUN, POS=ADP, POS=X|Polarity=Neg, POS=VERB, POS=ADJ, POS=PUNCT, POS=X, POS=SCONJ, NumType=Card|POS=NUM, POS=DET, POS=CCONJ, POS=PROPN, POS=AUX, POS=PART, POS=INTJ |
parser | ROOT, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound, conj, cop, csubj, dep, det, discourse, iobj, list, mark, nmod, nsubj, nummod, obj, obl, parataxis, punct, xcomp |
experimental_edit_tree_lemmatizer | 0 |
Accuracy
| Type | Score |
|---|---|
TOKEN_F | 87.90 |
TOKEN_P | 86.84 |
TOKEN_R | 89.00 |
TOKEN_ACC | 98.42 |
SENTS_F | 94.33 |
SENTS_P | 96.23 |
SENTS_R | 92.50 |
TAG_ACC | 88.05 |
POS_ACC | 90.19 |
MORPH_ACC | 96.95 |
DEP_UAS | 68.08 |
DEP_LAS | 60.64 |
LEMMA_ACC | 89.35 |
- Task
- Token Classification
- Library
- spacy
- License
- cc-by-sa-4.0
- Languages
- vi
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2021