Hugging Face's logo

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

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

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

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-fi")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-fi")
Downloads last month
1
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-fi

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    69.800
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    69.900
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.200
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    69.000
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    65.600
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.100
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    50.900
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.200
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    68.400
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    27.200
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.500