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wietsedv
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xlm-roberta-base-ft-udpos28-cu

Token Classification PyTorch Transformers
Old Church Slavonic xlm-roberta part-of-speech Eval Results AutoTrain Compatible License: apache-2.0
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Old Church Slavonic

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-cu")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-cu")
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Token Classification
This model can be loaded on the Inference API on-demand.

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    60.100
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    58.700
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    55.800
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    59.500
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    58.400
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.200
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    64.500
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.000
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    59.900
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    38.300
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    30.400
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    57.300
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    50.800
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    72.500
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.400
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    20.500
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    53.300
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    61.200
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    56.000
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.200
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    63.200
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    57.800
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    63.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    55.900
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    36.100
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    26.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    46.000
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.000
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    64.400
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    32.400
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    22.600
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    38.000
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.900
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    42.800
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    57.100
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    13.400
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    62.700
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    59.700
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    50.000
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    57.000
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    57.000
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    63.900
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    20.400
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    36.700
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    59.000
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    46.000
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    55.100
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    64.200
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    11.100
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    60.300
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    21.700
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    59.100
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    62.500
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    13.100
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    49.000
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    63.400
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.800
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    14.100
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    34.100
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    53.000
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    51.500
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.400
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    25.700
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    56.900
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    37.600
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    41.500
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    22.100
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    16.200
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    6.800
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    33.900
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    43.500
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    52.100
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    37.900
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    94.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    49.100
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    51.800
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.500
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    21.800
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    41.600
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    39.700
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    11.800
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    19.800
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    20.700
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    62.400
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    4.500
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    18.200
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    66.300
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.400
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    23.300
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    58.500
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    41.300
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    35.100
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    58.300
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    52.800
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    12.500
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