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en-blackbird-osint-ner

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en-blackbird-osint-ner

A SpaCy model for OSINT tasks with NER labels like NAME and AVATAR.

1.0.0
pipPyPI
Maintainers
1

A SpaCy model for OSINT tasks with NER labels like NAME and AVATAR.

FeatureDescription
Nameen_blackbird_osint_ner
Version1.0.0
spaCy>=3.8.0,<3.9.0
Default Pipelinetok2vec, tagger, parser, attribute_ruler, lemmatizer, ner
Componentstok2vec, tagger, parser, senter, attribute_ruler, lemmatizer, 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)
ClearNLP Constituent-to-Dependency Conversion (Emory University)
WordNet 3.0 (Princeton University)
LicenseMIT
Authorp1ngul1n0

Label Scheme

View label scheme (115 labels for 3 components)
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, ````
parserROOT, 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
nerAVATAR, CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NAME, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART

Accuracy

TypeScore
TOKEN_ACC99.86
TOKEN_P99.57
TOKEN_R99.58
TOKEN_F99.57
TAG_ACC97.29
SENTS_P92.01
SENTS_R89.39
SENTS_F90.68
DEP_UAS91.77
DEP_LAS89.92
ENTS_P84.30
ENTS_R84.36
ENTS_F84.33

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