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ko_core_news_md

spacy / ko_core_news_md

Run on huggingface.co
huggingface.co
Total runs: 19
24-hour runs: -1
7-day runs: 0
30-day runs: 11
Model's Last Updated: October 10 2023
token-classification

Introduction of ko_core_news_md

Model Details of ko_core_news_md

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

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

Feature Description
Name ko_core_news_md
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 floret (50000, 300)
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)
Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion)
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 83.52
POS_ACC 94.58
SENTS_P 100.00
SENTS_R 100.00
SENTS_F 100.00
DEP_UAS 83.89
DEP_LAS 80.87
LEMMA_ACC 89.94
ENTS_P 84.97
ENTS_R 80.85
ENTS_F 82.86

Runs of spacy ko_core_news_md on huggingface.co

19
Total runs
-1
24-hour runs
-2
3-day runs
0
7-day runs
11
30-day runs

More Information About ko_core_news_md huggingface.co Model

More ko_core_news_md license Visit here:

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

ko_core_news_md huggingface.co

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

ko_core_news_md huggingface.co Url

https://huggingface.co/spacy/ko_core_news_md

spacy ko_core_news_md online free

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

spacy ko_core_news_md online free url in huggingface.co:

https://huggingface.co/spacy/ko_core_news_md

ko_core_news_md install

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

ko_core_news_md install url in huggingface.co:

https://huggingface.co/spacy/ko_core_news_md

Url of ko_core_news_md

ko_core_news_md huggingface.co Url

Provider of ko_core_news_md huggingface.co

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