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wietsedv
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xlm-roberta-base-ft-udpos28-id

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

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    82.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    75.500
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.700
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.100
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    81.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    36.200
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    38.400
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    68.000
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.600
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    29.600
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    74.800