Hugging Face's logo

wietsedv
/
xlm-roberta-base-ft-udpos28-ur

Token Classification
Transformers
PyTorch
Safetensors
Urdu
xlm-roberta
part-of-speech
Eval Results (legacy)
Model card Files
xet
Community
1

XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Urdu

This model is part of our paper called:

  • Make the Best of Cross-lingual Transfer: Evidence from POS Tagging with over 100 Languages

Check the Space for more details.

Usage 

from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ur")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ur")
Downloads last month
1
Safetensors
Model size
0.3B params
Tensor type
I64
·
F32
·
Inference Providers NEW
Token Classification
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support

Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ur

Space using wietsedv/xlm-roberta-base-ft-udpos28-ur 1

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    74.300
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    73.500
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.000
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    68.200
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    72.700
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    19.500
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    63.700
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.300
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.000
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    19.200
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    75.200
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700