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xlm-roberta-base-ft-udpos28-id

Token Classification Transformers PyTorch
Indonesian xlm-roberta part-of-speech Eval Results Inference Endpoints
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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
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.900
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.500
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    87.300
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    78.800
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    47.000
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    59.300
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    23.300
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    63.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.600
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    16.800
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    34.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    17.200
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    36.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.800
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    34.000
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    73.300
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    31.700
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    86.200
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    67.900
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    46.000
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    54.700
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    48.400
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    71.900
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    37.300
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    25.400
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    34.000
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    23.800
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    56.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    75.900
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    31.300
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    69.400
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.800
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    21.300
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    18.400
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    38.800
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    59.700
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    43.700
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    42.400
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    60.300
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    41.000
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    45.500
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.600
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    66.900
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    68.800
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    25.400
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    34.500
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    30.100
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    45.700
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    38.800
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.900
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.300
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.400
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    59.600
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    31.600
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