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wietsedv
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xlm-roberta-base-ft-udpos28-fro

Token Classification Transformers PyTorch
Old French (842-ca. 1400) xlm-roberta part-of-speech Eval Results Inference Endpoints
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Old French

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    73.400
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    73.100
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    70.700
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.600
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    68.800
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    76.800
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.600
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    74.200
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    38.300
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.700
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    56.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    67.500
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.200
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    57.200
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    66.300
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.900
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.700
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    67.300
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    73.100
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    65.300
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    93.300
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    43.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    25.800
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    50.300
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.100
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.000
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    38.100
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    34.600
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    8.200
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    23.000
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.200
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    53.300
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    13.400
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.100
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    71.600
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    46.700
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    72.900
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    68.800
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    25.400
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    41.200
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    51.500
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    59.600
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    70.700
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    19.700
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    18.300
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    15.800
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    62.000
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    28.100
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    56.300
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    70.600
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    16.800
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    54.200
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.100
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    24.500
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    31.000
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    41.900
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    37.800
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    40.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    66.200
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    26.800
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.500
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    24.200
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    19.200
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    47.300
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    58.400
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    33.500
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    49.400
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    52.300
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    26.600
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    46.700
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    41.000
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    15.600
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    16.100
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    20.000
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    2.700
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    23.500
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    67.800
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    74.100
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.600
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    42.800
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    55.000
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    20.100
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