zh_core_web_sm-3.0.0a1
Pre-release
Pre-release
explosion-bot
released this
19 Jan 08:15
·
831 commits
to master
since this release
Details: https://nightly.spacy.io/models/zh#zh_core_web_sm
File checksum:
ec21fe2079ba37c85596d3a39c16fad5acbb3c77b6dd4517ad7c15cbbc4d620c
Chinese pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler.
Feature | Description |
---|---|
Name | zh_core_web_sm |
Version | 3.0.0a1 |
spaCy | >=3.0.0rc3,<3.1.0 |
Model size | 47 MB |
Default Pipeline | tok2vec , tagger , parser , ner , attribute_ruler |
Components | tok2vec , tagger , parser , senter , ner , attribute_ruler |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | OntoNotes 5 |
License | MIT |
Author | Explosion |
Label Scheme
View label scheme (101 labels for 4 components)
Component | Labels |
---|---|
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 |
senter |
I , S |
ner |
CARDINAL , DATE , EVENT , FAC , GPE , LANGUAGE , LAW , LOC , MONEY , NORP , ORDINAL , ORG , PERCENT , PERSON , PRODUCT , QUANTITY , TIME , WORK_OF_ART |
Accuracy
Type | Score |
---|---|
TOKEN_ACC |
97.88 |
TAG_ACC |
89.50 |
DEP_UAS |
69.72 |
DEP_LAS |
64.19 |
ENTS_P |
72.25 |
ENTS_R |
65.65 |
ENTS_F |
68.79 |
SENTS_P |
77.66 |
SENTS_R |
72.78 |
SENTS_F |
75.14 |
Installation
pip install spacy-nightly --pre
python -m spacy download zh_core_web_sm