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wietsedv
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xlm-roberta-base-ft-udpos28-sl

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

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    81.700
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.500
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.400
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    17.300
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.300
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.500
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    74.100
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.600
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    97.600
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    22.500
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400