Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
SpaCy-tl_dep_web_sm – AI Model by jdoerfler | AlphaNeural AI
You can deploy this model and start earning money today!
jdoerfler
/
SpaCy-tl_dep_web_sm
like
0
spacy
part-of-speech
nlp
tagger
token-classification
tl
universal-dependencies/universal_dependencies
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
https://github.com/jdoerfler/ar-fa-id-tl-SpaCy-Training
SpaCy morphologizer (universal POS tagger) and dependency labeler. Trained on ~12.5k samples from Universal Dependencies' tl_newscrawl-ud-train.conllu, tested on ~1.1k samples Universal Dependencies' tl_newscrawl-ud-test.conllu, tl_trg-ud-test.conllu, and tl_ugnayan-ud-test.conllu
uPOS accuracy: 0.9389
Dep head accuracy: 0.7851
Dep label accuracy: 0.7028
Having tokenizing issues with this one but it doesn't affect the metrics significantly, which is a red flag...