CoolFace
Modelpublic

spacy/en_core_web_lg

sourceHugging Facemitupdated 3y agoView on Hugging Face
38likes1.6kdownloads
Model Card

Details: https://spacy.io/models/en#encoreweb_lg

English pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.

FeatureDescription
Nameen_core_web_lg
Version3.7.1
spaCy>=3.7.2,<3.8.0
Default Pipelinetok2vec, tagger, parser, attribute_ruler, lemmatizer, ner
Componentstok2vec, tagger, parser, senter, attribute_ruler, lemmatizer, ner
Vectors514157 keys, 514157 unique vectors (300 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 />ClearNLP Constituent-to-Dependency Conversion (Emory University)<br />WordNet 3.0 (Princeton University)<br />Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion)
LicenseMIT
AuthorExplosion

Label Scheme

<details>

<summary>View label scheme (113 labels for 3 components)</summary>

ComponentLabels
`tagger`$, '', ,, -LRB-, -RRB-, ., :, ADD, AFX, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, LS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, SYM, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, XX, _SP, ````
`parser`ROOT, acl, acomp, advcl, advmod, agent, amod, appos, attr, aux, auxpass, case, cc, ccomp, compound, conj, csubj, csubjpass, dative, dep, det, dobj, expl, intj, mark, meta, neg, nmod, npadvmod, nsubj, nsubjpass, nummod, oprd, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, 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_ACC99.86
TOKEN_P99.57
TOKEN_R99.58
TOKEN_F99.57
TAG_ACC97.35
SENTS_P92.19
SENTS_R89.27
SENTS_F90.71
DEP_UAS92.08
DEP_LAS90.27
ENTS_P85.16
ENTS_R85.70
ENTS_F85.43