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wietsedv
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xlm-roberta-base-ft-udpos28-hu

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

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

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-hu")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-hu")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-hu

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.600
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    54.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.900
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    23.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    70.000
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.400