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ko_core_news_sm

spacy / ko_core_news_sm

Run on huggingface.co
huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: 0
30-day runs: 10
Model's Last Updated: October 10 2023
token-classification

Introduction of ko_core_news_sm

Model Details of ko_core_news_sm

Details: https://spacy.io/models/ko#ko_core_news_sm

Korean pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.

Feature Description
Name ko_core_news_sm
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec , tagger , morphologizer , parser , lemmatizer , attribute_ruler , ner
Components tok2vec , tagger , morphologizer , parser , lemmatizer , senter , attribute_ruler , ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources UD Korean Kaist v2.8 (Choi, Jinho; Han, Na-Rae; Hwang, Jena; Chun, Jayeol)
KLUE v1.1.0 (Sungjoon Park, Jihyung Moon, Sungdong Kim, Won Ik Cho, Jiyoon Han, Jangwon Park, Chisung Song, Junseong Kim, Youngsook Song, Taehwan Oh, Joohong Lee, Juhyun Oh, Sungwon Ryu, Younghoon Jeong, Inkwon Lee, Sangwoo Seo, Dongjun Lee, Hyunwoo Kim, Myeonghwa Lee, Seongbo Jang, Seungwon Do, Sunkyoung Kim, Kyungtae Lim, Jongwon Lee, Kyumin Park, Jamin Shin, Seonghyun Kim, Lucy Park, Alice Oh, Jung-Woo Ha, Kyunghyun Cho)
License CC BY-SA 4.0
Author Explosion
Label Scheme
View label scheme (2028 labels for 4 components)
Component Labels
tagger _SP , ecs , etm , f , f+f+jcj , f+f+jcs , f+f+jct , f+f+jxt , f+jca , f+jca+jp+ecc , f+jca+jp+ep+ef , f+jca+jxc , f+jca+jxc+jcm , f+jca+jxt , f+jcj , f+jcm , f+jco , f+jcs , f+jct , f+jct+jcm , f+jp+ef , f+jp+ep+ef , f+jp+etm , f+jxc , f+jxt , f+ncn , f+ncn+jcm , f+ncn+jcs , f+ncn+jp+ecc , f+ncn+jxt , f+ncpa+jcm , f+npp+jcs , f+nq , f+xsn , f+xsn+jco , f+xsn+jxt , ii , jca , jca+jcm , jca+jxc , jca+jxt , jcc , jcj , jcm , jco , jcr , jcr+jxc , jcs , jct , jct+jcm , jct+jxt , jp+ecc , jp+ecs , jp+ef , jp+ef+jcr , jp+ef+jcr+jxc , jp+ep+ecs , jp+ep+ef , jp+ep+etm , jp+ep+etn , jp+etm , jp+etn , jp+etn+jco , jp+etn+jxc , jxc , jxc+jca , jxc+jco , jxc+jcs , jxt , mad , mad+jxc , mad+jxt , mag , mag+jca , mag+jcm , mag+jcs , mag+jp+ef+jcr , mag+jxc , mag+jxc+jxc , mag+jxt , mag+xsn , maj , maj+jxc , maj+jxt , mma , mmd , nbn , nbn+jca , nbn+jca+jcj , nbn+jca+jcm , nbn+jca+jp+ef , nbn+jca+jxc , nbn+jca+jxt , nbn+jcc , nbn+jcj , nbn+jcm , nbn+jco , nbn+jcr , nbn+jcs , nbn+jct , nbn+jct+jcm , nbn+jct+jxt , nbn+jp+ecc , nbn+jp+ecs , nbn+jp+ecs+jca , nbn+jp+ecs+jcm , nbn+jp+ecs+jco , nbn+jp+ecs+jxc , nbn+jp+ecs+jxt , nbn+jp+ecx , nbn+jp+ef , nbn+jp+ef+jca , nbn+jp+ef+jco , nbn+jp+ef+jcr , nbn+jp+ef+jcr+jxc , nbn+jp+ef+jcr+jxt , nbn+jp+ef+jcs , nbn+jp+ef+jxc , nbn+jp+ef+jxc+jco , nbn+jp+ef+jxf , nbn+jp+ef+jxt , nbn+jp+ep+ecc , nbn+jp+ep+ecs , nbn+jp+ep+ecs+jxc , nbn+jp+ep+ef , nbn+jp+ep+ef+jcr , nbn+jp+ep+etm , nbn+jp+ep+etn , nbn+jp+ep+etn+jco , nbn+jp+ep+etn+jcs , nbn+jp+etm , nbn+jp+etn , nbn+jp+etn+jca , nbn+jp+etn+jca+jxt , nbn+jp+etn+jco , nbn+jp+etn+jcs , nbn+jp+etn+jxc , nbn+jp+etn+jxt , nbn+jxc , nbn+jxc+jca , nbn+jxc+jca+jxc , nbn+jxc+jca+jxt , nbn+jxc+jcc , nbn+jxc+jcm , nbn+jxc+jco , nbn+jxc+jcs , nbn+jxc+jp+ef , nbn+jxc+jxc , nbn+jxc+jxt , nbn+jxt , nbn+nbn , nbn+nbn+jp+ef , nbn+xsm+ecs , nbn+xsm+ef , nbn+xsm+ep+ef , nbn+xsm+ep+ef+jcr , nbn+xsm+etm , nbn+xsn , nbn+xsn+jca , nbn+xsn+jca+jp+ef+jcr , nbn+xsn+jca+jxc , nbn+xsn+jca+jxt , nbn+xsn+jcm , nbn+xsn+jco , nbn+xsn+jcs , nbn+xsn+jct , nbn+xsn+jp+ecc , nbn+xsn+jp+ecs , nbn+xsn+jp+ef , nbn+xsn+jp+ef+jcr , nbn+xsn+jp+ep+ef , nbn+xsn+jxc , nbn+xsn+jxt , nbn+xsv+etm , nbu , nbu+jca , nbu+jca+jxc , nbu+jca+jxt , nbu+jcc , nbu+jcc+jxc , nbu+jcj , nbu+jcm , nbu+jco , nbu+jcs , nbu+jct , nbu+jct+jxc , nbu+jp+ecc , nbu+jp+ecs , nbu+jp+ef , nbu+jp+ef+jcr , nbu+jp+ef+jxc , nbu+jp+ep+ecc , nbu+jp+ep+ecs , nbu+jp+ep+ef , nbu+jp+ep+ef+jcr , nbu+jp+ep+etm , nbu+jp+ep+etn+jco , nbu+jp+etm , nbu+jxc , nbu+jxc+jca , nbu+jxc+jcs , nbu+jxc+jp+ef , nbu+jxc+jp+ep+ef , nbu+jxc+jxt , nbu+jxt , nbu+ncn , nbu+ncn+jca , nbu+ncn+jcm , nbu+xsn , nbu+xsn+jca , nbu+xsn+jca+jxc , nbu+xsn+jca+jxt , nbu+xsn+jcm , nbu+xsn+jco , nbu+xsn+jcs , nbu+xsn+jp+ecs , nbu+xsn+jp+ep+ef , nbu+xsn+jxc , nbu+xsn+jxc+jxt , nbu+xsn+jxt , nbu+xsv+ecc , nbu+xsv+etm , ncn , ncn+f+ncpa+jco , ncn+jca , ncn+jca+jca , ncn+jca+jcc , ncn+jca+jcj , ncn+jca+jcm , ncn+jca+jcs , ncn+jca+jct , ncn+jca+jp+ecc , ncn+jca+jp+ecs , ncn+jca+jp+ef , ncn+jca+jp+ep+ef , ncn+jca+jp+etm , ncn+jca+jp+etn+jxt , ncn+jca+jxc , ncn+jca+jxc+jcc , ncn+jca+jxc+jcm , ncn+jca+jxc+jxc , ncn+jca+jxc+jxt , ncn+jca+jxt , ncn+jcc , ncn+jcc+jxc , ncn+jcj , ncn+jcj+jxt , ncn+jcm , ncn+jco , ncn+jcr , ncn+jcr+jxc , ncn+jcs , ncn+jcs+jxt , ncn+jct , ncn+jct+jcm , ncn+jct+jxc , ncn+jct+jxt , ncn+jcv , ncn+jp+ecc , ncn+jp+ecc+jct , ncn+jp+ecc+jxc , ncn+jp+ecs , ncn+jp+ecs+jcm , ncn+jp+ecs+jco , ncn+jp+ecs+jxc , ncn+jp+ecs+jxt , ncn+jp+ecx , ncn+jp+ef , ncn+jp+ef+jca , ncn+jp+ef+jcm , ncn+jp+ef+jco , ncn+jp+ef+jcr , ncn+jp+ef+jcr+jxc , ncn+jp+ef+jcr+jxt , ncn+jp+ef+jp+etm , ncn+jp+ef+jxc , ncn+jp+ef+jxf , ncn+jp+ef+jxt , ncn+jp+ep+ecc , ncn+jp+ep+ecs , ncn+jp+ep+ecs+jxc , ncn+jp+ep+ecx , ncn+jp+ep+ef , ncn+jp+ep+ef+jcr , ncn+jp+ep+ef+jcr+jxc , ncn+jp+ep+ef+jxc , ncn+jp+ep+ef+jxf , ncn+jp+ep+ef+jxt , ncn+jp+ep+ep+etm , ncn+jp+ep+etm , ncn+jp+ep+etn , ncn+jp+ep+etn+jca , ncn+jp+ep+etn+jca+jxc , ncn+jp+ep+etn+jco , ncn+jp+ep+etn+jcs , ncn+jp+ep+etn+jxt , ncn+jp+etm , ncn+jp+etn , ncn+jp+etn+jca , ncn+jp+etn+jca+jxc , ncn+jp+etn+jca+jxt , ncn+jp+etn+jco , ncn+jp+etn+jcs , ncn+jp+etn+jct , ncn+jp+etn+jxc , ncn+jp+etn+jxt , ncn+jxc , ncn+jxc+jca , ncn+jxc+jca+jxc , ncn+jxc+jca+jxt , ncn+jxc+jcc , ncn+jxc+jcm , ncn+jxc+jco , ncn+jxc+jcs , ncn+jxc+jct+jxt , ncn+jxc+jp+ef , ncn+jxc+jp+ef+jcr , ncn+jxc+jp+ep+ecs , ncn+jxc+jp+ep+ef , ncn+jxc+jp+etm , ncn+jxc+jxc , ncn+jxc+jxt , ncn+jxt , ncn+jxt+jcm , ncn+jxt+jxc , ncn+nbn , ncn+nbn+jca , ncn+nbn+jcm , ncn+nbn+jcs , ncn+nbn+jp+ecc , ncn+nbn+jp+ep+ef , ncn+nbn+jxc , ncn+nbn+jxt , ncn+nbu , ncn+nbu+jca , ncn+nbu+jcm , ncn+nbu+jco , ncn+nbu+jp+ef , ncn+nbu+jxc , ncn+nbu+ncn , ncn+ncn , ncn+ncn+jca , ncn+ncn+jca+jcc , ncn+ncn+jca+jcm , ncn+ncn+jca+jxc , ncn+ncn+jca+jxc+jcm , ncn+ncn+jca+jxc+jxc , ncn+ncn+jca+jxt , ncn+ncn+jcc , ncn+ncn+jcj , ncn+ncn+jcm , ncn+ncn+jco , ncn+ncn+jcr , ncn+ncn+jcs , ncn+ncn+jct , ncn+ncn+jct+jcm , ncn+ncn+jct+jxc , ncn+ncn+jct+jxt , ncn+ncn+jp+ecc , ncn+ncn+jp+ecs , ncn+ncn+jp+ef , ncn+ncn+jp+ef+jcm , ncn+ncn+jp+ef+jcr , ncn+ncn+jp+ef+jcs , ncn+ncn+jp+ep+ecc , ncn+ncn+jp+ep+ecs , ncn+ncn+jp+ep+ef , ncn+ncn+jp+ep+ef+jcr , ncn+ncn+jp+ep+ep+etm , ncn+ncn+jp+ep+etm , ncn+ncn+jp+ep+etn , ncn+ncn+jp+etm , ncn+ncn+jp+etn , ncn+ncn+jp+etn+jca , ncn+ncn+jp+etn+jco , ncn+ncn+jp+etn+jxc , ncn+ncn+jxc , ncn+ncn+jxc+jca , ncn+ncn+jxc+jcc , ncn+ncn+jxc+jcm , ncn+ncn+jxc+jco , ncn+ncn+jxc+jcs , ncn+ncn+jxc+jxc , ncn+ncn+jxt , ncn+ncn+nbn , ncn+ncn+ncn , ncn+ncn+ncn+jca , ncn+ncn+ncn+jca+jcm , ncn+ncn+ncn+jca+jxt , ncn+ncn+ncn+jcj , ncn+ncn+ncn+jcm , ncn+ncn+ncn+jco , ncn+ncn+ncn+jcs , ncn+ncn+ncn+jct+jxt , ncn+ncn+ncn+jp+etn+jxc , ncn+ncn+ncn+jxt , ncn+ncn+ncn+ncn+jca , ncn+ncn+ncn+ncn+jca+jxt , ncn+ncn+ncn+ncn+jco , ncn+ncn+ncn+xsn+jp+etm , ncn+ncn+ncpa , ncn+ncn+ncpa+jca , ncn+ncn+ncpa+jcm , ncn+ncn+ncpa+jco , ncn+ncn+ncpa+jcs , ncn+ncn+ncpa+jxc , ncn+ncn+ncpa+jxt , ncn+ncn+ncpa+ncn , ncn+ncn+ncpa+ncn+jca , ncn+ncn+ncpa+ncn+jcj , ncn+ncn+ncpa+ncn+jcm , ncn+ncn+ncpa+ncn+jxt , ncn+ncn+xsn , ncn+ncn+xsn+jca , ncn+ncn+xsn+jca+jxt , ncn+ncn+xsn+jcj , ncn+ncn+xsn+jcm , ncn+ncn+xsn+jco , ncn+ncn+xsn+jcs , ncn+ncn+xsn+jct , ncn+ncn+xsn+jp+ecs , ncn+ncn+xsn+jp+ep+ef , ncn+ncn+xsn+jp+etm , ncn+ncn+xsn+jxc , ncn+ncn+xsn+jxc+jcs , ncn+ncn+xsn+jxt , ncn+ncn+xsv+ecc , ncn+ncn+xsv+etm , ncn+ncpa , ncn+ncpa+jca , ncn+ncpa+jca+jcm , ncn+ncpa+jca+jxc , ncn+ncpa+jca+jxt , ncn+ncpa+jcc , ncn+ncpa+jcj , ncn+ncpa+jcm , ncn+ncpa+jco , ncn+ncpa+jcr , ncn+ncpa+jcs , ncn+ncpa+jct , ncn+ncpa+jct+jcm , ncn+ncpa+jct+jxt , ncn+ncpa+jp+ecc , ncn+ncpa+jp+ecc+jxc , ncn+ncpa+jp+ecs , ncn+ncpa+jp+ecs+jxc , ncn+ncpa+jp+ef , ncn+ncpa+jp+ef+jcr , ncn+ncpa+jp+ef+jcr+jxc , ncn+ncpa+jp+ep+ef , ncn+ncpa+jp+ep+etm , ncn+ncpa+jp+ep+etn , ncn+ncpa+jp+etm , ncn+ncpa+jxc , ncn+ncpa+jxc+jca+jxc , ncn+ncpa+jxc+jco , ncn+ncpa+jxc+jcs , ncn+ncpa+jxt , ncn+ncpa+nbn+jcs , ncn+ncpa+ncn , ncn+ncpa+ncn+jca , ncn+ncpa+ncn+jca+jcm , ncn+ncpa+ncn+jca+jxc , ncn+ncpa+ncn+jca+jxt , ncn+ncpa+ncn+jcj , ncn+ncpa+ncn+jcm , ncn+ncpa+ncn+jco , ncn+ncpa+ncn+jcs , ncn+ncpa+ncn+jct , ncn+ncpa+ncn+jct+jcm , ncn+ncpa+ncn+jp+ef+jcr , ncn+ncpa+ncn+jp+ep+etm , ncn+ncpa+ncn+jxc , ncn+ncpa+ncn+jxt , ncn+ncpa+ncn+xsn+jcm , ncn+ncpa+ncn+xsn+jxt , ncn+ncpa+ncpa , ncn+ncpa+ncpa+jca , ncn+ncpa+ncpa+jcj , ncn+ncpa+ncpa+jcm , ncn+ncpa+ncpa+jco , ncn+ncpa+ncpa+jcs , ncn+ncpa+ncpa+jp+ep+ef , ncn+ncpa+ncpa+jxt , ncn+ncpa+ncpa+ncn , ncn+ncpa+xsn , ncn+ncpa+xsn+jcm , ncn+ncpa+xsn+jco , ncn+ncpa+xsn+jcs , ncn+ncpa+xsn+jp+ecc , ncn+ncpa+xsn+jp+etm , ncn+ncpa+xsn+jxt , ncn+ncpa+xsv+ecc , ncn+ncpa+xsv+ecs , ncn+ncpa+xsv+ecx , ncn+ncpa+xsv+ecx+px+etm , ncn+ncpa+xsv+ef , ncn+ncpa+xsv+ef+jcm , ncn+ncpa+xsv+ef+jcr , ncn+ncpa+xsv+etm , (truncated: full list in pipeline meta)
morphologizer POS=CCONJ , POS=ADV , POS=SCONJ , POS=DET , POS=NOUN , POS=VERB , POS=ADJ , POS=PUNCT , POS=SPACE , POS=AUX , POS=PRON , POS=PROPN , POS=NUM , POS=INTJ , POS=PART , POS=X , POS=ADP , POS=SYM
parser ROOT , acl , advcl , advmod , amod , appos , aux , case , cc , ccomp , compound , conj , cop , csubj , dep , det , dislocated , fixed , flat , iobj , mark , nmod , nsubj , nummod , obj , obl , punct , xcomp
ner DT , LC , OG , PS , QT , TI
Accuracy
Type Score
TOKEN_ACC 100.00
TOKEN_P 100.00
TOKEN_R 100.00
TOKEN_F 100.00
TAG_ACC 73.06
POS_ACC 85.82
SENTS_P 99.90
SENTS_R 99.95
SENTS_F 99.93
DEP_UAS 73.61
DEP_LAS 65.59
LEMMA_ACC 83.57
ENTS_P 77.04
ENTS_R 66.03
ENTS_F 71.11

Runs of spacy ko_core_news_sm on huggingface.co

16
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
10
30-day runs

More Information About ko_core_news_sm huggingface.co Model

More ko_core_news_sm license Visit here:

https://choosealicense.com/licenses/cc-by-sa-4.0

ko_core_news_sm huggingface.co

ko_core_news_sm huggingface.co is an AI model on huggingface.co that provides ko_core_news_sm's model effect (), which can be used instantly with this spacy ko_core_news_sm model. huggingface.co supports a free trial of the ko_core_news_sm model, and also provides paid use of the ko_core_news_sm. Support call ko_core_news_sm model through api, including Node.js, Python, http.

ko_core_news_sm huggingface.co Url

https://huggingface.co/spacy/ko_core_news_sm

spacy ko_core_news_sm online free

ko_core_news_sm huggingface.co is an online trial and call api platform, which integrates ko_core_news_sm's modeling effects, including api services, and provides a free online trial of ko_core_news_sm, you can try ko_core_news_sm online for free by clicking the link below.

spacy ko_core_news_sm online free url in huggingface.co:

https://huggingface.co/spacy/ko_core_news_sm

ko_core_news_sm install

ko_core_news_sm is an open source model from GitHub that offers a free installation service, and any user can find ko_core_news_sm on GitHub to install. At the same time, huggingface.co provides the effect of ko_core_news_sm install, users can directly use ko_core_news_sm installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ko_core_news_sm install url in huggingface.co:

https://huggingface.co/spacy/ko_core_news_sm

Url of ko_core_news_sm

ko_core_news_sm huggingface.co Url

Provider of ko_core_news_sm huggingface.co

spacy
ORGANIZATIONS
huggingface.co

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