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wietsedv
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xlm-roberta-base-ft-udpos28-hy

Token Classification
Transformers
PyTorch
Armenian
xlm-roberta
part-of-speech
Eval Results
Inference Endpoints
Model card Files Community
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Armenian

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    84.100
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.900
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    82.600
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.200
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    92.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.500
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.600
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    40.100
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    7.000
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    97.000
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    73.600
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.800
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.800
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    14.800
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.000
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    84.600
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    47.900
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    59.500
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    4.600
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.100
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    6.500
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    43.700
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    23.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    36.100
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.000
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    17.200
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    66.400
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    82.300
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    88.700
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    53.600
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    67.500
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    19.800
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    15.400
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    25.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    14.700
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    22.800
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    25.200
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.700
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    26.300
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    38.300
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    23.700
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    58.100
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    16.300
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    11.600
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    1.400
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    51.300
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    65.500
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    85.600
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.200
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    44.400
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.700
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.500
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.600
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    33.000
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    7.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    19.600
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    26.800
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    20.900
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    91.900
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    40.700
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    56.900
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    91.700
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    33.200
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