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

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-ko")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ko")
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Safetensors
Model size
277M params
Tensor type
I64
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F32
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ko

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    55.900
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    58.900
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.700
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    53.600
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    52.600
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.400
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    64.000
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    63.700
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    41.100
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.500
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.200
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    51.100
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    56.300
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    54.700
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    51.300
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    65.700
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    67.600
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.300
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    63.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    41.500
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    56.400
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    30.000
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    82.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.800
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    17.700
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    41.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    33.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.600
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    58.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.700
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    57.200
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    57.600
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    50.600
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    45.600
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    52.100
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    65.700
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    61.400
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    39.000
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    31.700
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    38.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.400
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    54.700
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    61.400
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    31.200
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    49.600
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.000
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    39.100
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    55.700
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    52.600
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    48.500
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    41.200
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    31.900
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    44.500
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    24.700
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    46.900
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    54.600
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    76.300
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    57.500
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    54.200
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.700
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    45.100
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    46.300
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    43.300
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    35.600
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    40.500
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    38.700
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.700
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    56.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    48.000
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    46.200
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400