Hugging Face's logo

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

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

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

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-it")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-it")
Downloads last month
3
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-it

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    89.400
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    96.300
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    92.200
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    94.000
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.100
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.600
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    21.800
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    66.400
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    20.300
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    78.200
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000