danielvasic/en_acnl_roberta_pipeline

Feature	Description
Name	en_acnl_roberta_pipeline
Version	0.0.1
spaCy	>=3.1.3,<3.2.0
Default Pipeline	transformer, tagger, parser
Components	transformer, tagger, parser
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	OntoNotes
License	CC BY-SA 4.0
Author	Daniel Vasić

Label Scheme

View label scheme (87 labels for 2 components)

Component	Labels
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, VERB, WDT, WP, WP$, WRB, XX, ````
parser	ROOT, acl, acomp, advcl, advmod, amod, appos, aux, auxpass, case, cc, ccomp, compound, conj, dative, dep, det, dobj, intj, mark, meta, neg, nmod, npadvmod, nummod, parataxis, pcomp, pobj, poss, preconj, predet, prep, prt, punct, quantmod, relcl, xcomp

Accuracy

Type	Score
TAG_ACC	98.05
DEP_UAS	95.98
DEP_LAS	94.83
SENTS_P	93.80
SENTS_R	95.42
SENTS_F	94.61
TRANSFORMER_LOSS	3784861.59
TAGGER_LOSS	698704.80
PARSER_LOSS	5540167.00