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wietsedv
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xlm-roberta-base-ft-udpos28-el

Token Classification Transformers PyTorch Safetensors
Greek xlm-roberta part-of-speech Eval Results Inference Endpoints
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Greek

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-el")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-el")
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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-el

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    82.600
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.000
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    78.700
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    82.200
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.400
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    87.400
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    85.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    49.800
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    24.400
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    68.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    75.000
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.700
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    25.800
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    74.300
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    75.300
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.600
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    82.400
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    77.300
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    52.500
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    56.000
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    11.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.600
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    20.200
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.600
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    33.500
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    42.700
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.900
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    66.700
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    28.200
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    62.800
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    98.000
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    80.400
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    85.000
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    43.900
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    58.600
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    72.400
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    82.800
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    36.200
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    28.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.000
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    22.300
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    64.200
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    80.700
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    53.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    83.700
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.400
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.000
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.200
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    60.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.100
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    44.200
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    72.900
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    65.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.600
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    28.000
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.600
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    26.700
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    18.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.100
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    63.500
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.600
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.000
  • 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
    69.200
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.300
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    43.600
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    29.400
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    33.800
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    31.500
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    85.000
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.200
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    43.800
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    54.800
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    88.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    34.800
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