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wietsedv
/
xlm-roberta-base-ft-udpos28-hyw

Token Classification
Transformers
PyTorch
Safetensors
Western 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: Western 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-hyw")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-hyw")
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6
Safetensors
Model size
277M params
Tensor type
I64
·
F32
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-hyw

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    81.900
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    83.900
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.200
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.600
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.800
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    56.700
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    29.300
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.200
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    63.800
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.500
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    22.700
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    76.700
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.100
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.400
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.700
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    83.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    85.000
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.000
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    16.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    62.100
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.600
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    24.500
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    35.000
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    43.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.500
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    41.700
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    68.900
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.200
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    80.900
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    65.000
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    47.600
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    86.200
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    26.500
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    24.800
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    38.500
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    84.200
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.200
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    68.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    79.500
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    28.700
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    68.100
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    31.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    35.200
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.700
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    74.900
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    26.800
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    51.500
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    67.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    77.600
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    31.300
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    21.300
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    11.600
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.500
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.200
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.400
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    69.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.200
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    53.800
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    12.500
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    29.800
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    34.200
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    81.700
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    30.800
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    93.900
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    56.800
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    85.400
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    38.100
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