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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Italian

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    89.400
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    83.400
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    96.300
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    92.200
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    94.000
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.500
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.100
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    84.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    91.600
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    48.700
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    21.800
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.600
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    66.400
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.200
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.100
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    20.300
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    78.200
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.000
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    88.100
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    86.900
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    92.800
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    82.800
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    79.800
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    62.700
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    55.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    11.700
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    63.500
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.900
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.000
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    12.000
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    40.800
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    14.300
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    23.700
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    87.100
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    72.300
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    23.200
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    85.800
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    89.500
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    66.500
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    87.200
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    93.700
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    48.300
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    55.800
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    85.300
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    77.100
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    89.700
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    30.700
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    18.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    83.700
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    20.300
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    64.000
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    84.000
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    23.900
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    66.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.300
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    26.100
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    23.900
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    86.300
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    69.800
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    26.700
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    39.800
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    76.900
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    20.100
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    25.400
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.700
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    19.800
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    6.200
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    45.200
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    64.800
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    85.200
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    50.800
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.600
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.900
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.800
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    64.900
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    65.200
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    42.300
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    9.900
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    26.700
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    27.600
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    86.500
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    22.300
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    89.100
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    90.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    37.400
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    57.400
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    39.200
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    92.700
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    73.400
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900