egumasa/en_engagement_spl_RoBERTa_acad

Feature	Description
Name	en_engagement_spl_RoBERTa_acad
Version	0.6.0
spaCy	>=3.4.4,<3.5.0
Default Pipeline	transformer, parser, tagger, ner, attribute_ruler, lemmatizer, trainable_transformer, spancat
Components	transformer, parser, tagger, ner, attribute_ruler, lemmatizer, trainable_transformer, spancat
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (124 labels for 4 components)

Component	Labels
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
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, ````
ner	CARDINAL, DATE, EVENT, FAC, GPE, LANGUAGE, LAW, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART
spancat	MONOGLOSS, ENDORSE, ENDOPHORIC, ENTERTAIN, PRONOUNCE, DENY, COUNTER, JUSTIFYING, ATTRIBUTE, SOURCES, CITATION, CONCUR

Accuracy

Type	Score
DEP_UAS	0.00
DEP_LAS	0.00
DEP_LAS_PER_TYPE	0.00
SENTS_P	82.24
SENTS_R	88.13
SENTS_F	85.08
TAG_ACC	0.00
ENTS_F	0.00
ENTS_P	0.00
ENTS_R	0.00
LEMMA_ACC	0.00
SPANS_SC_F	72.96
SPANS_SC_P	75.47
SPANS_SC_R	70.61
TRAINABLE_TRANSFORMER_LOSS	651.38
SPANCAT_LOSS	93570.83