en_core_web_trf-3.0.0a0
Pre-release
Pre-release
·
879 commits
to master
since this release
Details: https://nightly.spacy.io/models/en#en_core_web_trf
File checksum:
21cb237d11a10655264975e94afb265b6d2dfad2d6a81a52d339b4dc51ee99b2
English transformer pipeline (roberta-base). Components: transformer, tagger, parser, ner, attribute_ruler, lemmatizer.
Feature | Description |
---|---|
Name | en_core_web_trf |
Version | 3.0.0a0 |
spaCy | >=3.0.0a40,<3.1.0 |
Model size | 438 MB |
Default Pipeline | transformer , tagger , parser , ner , attribute_ruler , lemmatizer |
Components | transformer , tagger , parser , ner , attribute_ruler , lemmatizer |
Vectors | 0 keys, 0 unique vectors (0 dimensions) |
Sources | OntoNotes 5 |
License | MIT |
Author | Explosion |
Label Scheme
View label scheme (112 labels for 3 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 , 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 |
Accuracy
Type | Score |
---|---|
TOK |
99.97 |
TAG |
97.77 |
POS |
0.00 |
MORPH |
0.00 |
LEMMA |
0.00 |
UAS |
95.01 |
LAS |
93.60 |
NER_P |
89.53 |
NER_R |
89.28 |
NER_F |
89.41 |
SENT_P |
94.11 |
SENT_R |
84.94 |
SENT_F |
89.29 |
Installation
pip install spacy-nightly --pre
python -m spacy download en_core_web_trf