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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Ancient 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-grc")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-grc")
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This model can be loaded on the Inference API on-demand.

Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-grc

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    61.300
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    56.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    54.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    71.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    62.900
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.600
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    45.300
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    38.900
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.400
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    57.900
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    68.000
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.300
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.200
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    26.500
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    62.000
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    70.300
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    59.700
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.600
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    70.300
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    59.700
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    71.000
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    68.800
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    49.400
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    56.400
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    27.900
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    55.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    70.000
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.800
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    33.900
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    47.200
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    29.100
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    37.200
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.500
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    56.600
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    57.600
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    28.600
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    61.600
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    63.700
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    63.300
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    54.200
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    70.100
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    46.700
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    43.700
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    61.100
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    75.500
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    63.300
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    67.300
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    30.400
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    49.400
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    68.700
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    29.600
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    89.600
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    63.600
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.300
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.400
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    41.700
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    44.300
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.400
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    47.800
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    48.000
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    59.200
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    42.900
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    61.800
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    27.800
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.900
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    30.800
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    18.500
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    47.100
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    75.300
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    58.800
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.500
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.900
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    61.700
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    45.400
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    52.400
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    51.300
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    21.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    27.100
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    44.700
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    58.400
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    44.400
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.300
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.300
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    46.100
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.100
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    49.200
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    45.900
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    72.900
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    72.700
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    40.200