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| Feature | Description |
|---|---|
| Name | en_engagement_RoBERTa_combined |
| Version | AtoI_0.1.85 |
| spaCy | >=3.3.0,<3.4.0 |
| Default Pipeline | transformer, tagger, parser, ner, trainable_transformer, span_finder, spancat |
| Components | transformer, tagger, parser, ner, trainable_transformer, span_finder, spancat |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | n/a |
| License | n/a |
| Author | n/a |
| 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, WDT, WP, WP$, WRB, XX, ```` |
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 |
spancat | MONOGLOSS, ATTRIBUTE, JUSTIFY, COUNTER, CITATION, ENTERTAIN, ENDORSE, DENY, CONCUR, PRONOUNCE, TEMPORAL, CONTRAST |
| Type | Score |
|---|---|
TAG_ACC | 0.00 |
DEP_UAS | 0.00 |
DEP_LAS | 0.00 |
DEP_LAS_PER_TYPE | 0.00 |
SENTS_P | 96.76 |
SENTS_R | 98.53 |
SENTS_F | 97.64 |
ENTS_F | 0.00 |
ENTS_P | 0.00 |
ENTS_R | 0.00 |
SPAN_FINDER_SPAN_CANDIDATES_F | 50.09 |
SPAN_FINDER_SPAN_CANDIDATES_P | 35.70 |
SPAN_FINDER_SPAN_CANDIDATES_R | 83.94 |
SPANS_SC_F | 76.49 |
SPANS_SC_P | 75.89 |
SPANS_SC_R | 77.11 |
LEMMA_ACC | 0.00 |
TRAINABLE_TRANSFORMER_LOSS | 1535.39 |
SPAN_FINDER_LOSS | 20411.83 |
SPANCAT_LOSS | 24075.13 |