CoolFace
Modelpublic

spacy/zh_core_web_trf

sourceHugging Facemitupdated 3y agoView on Hugging Face
5likes60downloads
Model Card

Details: https://spacy.io/models/zh#zhcoreweb_trf

Chinese transformer pipeline (Transformer(name='bert-base-chinese', pieceencoder='bert-wordpiece', stride=152, type='bert', width=768, window=208, vocabsize=21128)). Components: transformer, tagger, parser, ner, attribute_ruler.

FeatureDescription
Namezh_core_web_trf
Version3.7.2
spaCy>=3.7.0,<3.8.0
Default Pipelinetransformer, tagger, parser, attribute_ruler, ner
Componentstransformer, tagger, parser, attribute_ruler, ner
Vectors0 keys, 0 unique vectors (0 dimensions)
SourcesOntoNotes 5 (Ralph Weischedel, Martha Palmer, Mitchell Marcus, Eduard Hovy, Sameer Pradhan, Lance Ramshaw, Nianwen Xue, Ann Taylor, Jeff Kaufman, Michelle Franchini, Mohammed El-Bachouti, Robert Belvin, Ann Houston)<br />CoreNLP Universal Dependencies Converter (Stanford NLP Group)<br />bert-base-chinese (Hugging Face)
LicenseMIT
AuthorExplosion

Label Scheme

<details>

<summary>View label scheme (99 labels for 3 components)</summary>

ComponentLabels
`tagger`AD, AS, BA, CC, CD, CS, DEC, DEG, DER, DEV, DT, ETC, FW, IJ, INF, JJ, LB, LC, M, MSP, NN, NR, NT, OD, ON, P, PN, PU, SB, SP, URL, VA, VC, VE, VV, X
`parser`ROOT, acl, advcl:loc, advmod, advmod:dvp, advmod:loc, advmod:rcomp, amod, amod:ordmod, appos, aux:asp, aux:ba, aux:modal, aux:prtmod, auxpass, case, cc, ccomp, compound:nn, compound:vc, conj, cop, dep, det, discourse, dobj, etc, mark, mark:clf, name, neg, nmod, nmod:assmod, nmod:poss, nmod:prep, nmod:range, nmod:tmod, nmod:topic, nsubj, nsubj:xsubj, nsubjpass, nummod, parataxis:prnmod, punct, xcomp
`ner`CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART

</details>

Accuracy

TypeScore
TOKEN_ACC95.85
TOKEN_P94.58
TOKEN_R91.36
TOKEN_F92.94
TAG_ACC91.75
SENTS_P70.92
SENTS_R67.57
SENTS_F69.21
DEP_UAS75.72
DEP_LAS71.45
ENTS_P76.09
ENTS_R72.18
ENTS_F74.08