Feature | Description |
---|---|
Name | en_ud_L1_combined_trf |
Version | 1.0.2 |
spaCy | >=3.5.3,<3.6.0 |
Default Pipeline | transformer , tagger , parser |
Components | transformer , tagger , parser |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | n/a |
License | n/a |
Author | n/a |
Label Scheme
View label scheme (99 labels for 2 components)
Component | Labels |
---|---|
tagger |
$ , '' , , , -LRB- , -RRB- , . , : , ADD , AFX , CC , CD , DT , EX , FW , GW , 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 , ```` |
parser |
ROOT , acl , acl:relcl , advcl , advcl:relcl , advmod , amod , appos , aux , aux:pass , case , cc , cc:preconj , ccomp , compound , compound:prt , conj , cop , csubj , dep , det , det:predet , discourse , dislocated , expl , fixed , flat , goeswith , iobj , list , mark , nmod , nmod:npmod , nmod:poss , nmod:tmod , nsubj , nsubj:outer , nsubj:pass , nummod , obj , obl , obl:agent , obl:npmod , obl:tmod , orphan , parataxis , punct , reparandum , vocative , xcomp |
Accuracy
Type | Score |
---|---|
TAG_ACC |
97.20 |
DEP_UAS |
93.72 |
DEP_LAS |
91.70 |
SENTS_P |
92.64 |
SENTS_R |
91.46 |
SENTS_F |
92.05 |
POS_ACC |
0.00 |
TRANSFORMER_LOSS |
106065.49 |
TAGGER_LOSS |
78371.56 |
PARSER_LOSS |
803506.29 |
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Evaluation results
- TAG (XPOS) Accuracyself-reported0.972
- POS (UPOS) Accuracyself-reported0.000
- Unlabeled Attachment Score (UAS)self-reported0.937
- Labeled Attachment Score (LAS)self-reported0.917
- Sentences F-Scoreself-reported0.921