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

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

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

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    33.600
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    30.900
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    30.600
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.100
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    35.600
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    35.000
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    19.000
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    25.900
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    27.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    36.400
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.600
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    31.100
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    13.900
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    42.700
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    40.600
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    36.000
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    35.300
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    34.800
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    45.400
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    37.900
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    33.400
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    27.200
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    19.600
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    41.400
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.200
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    12.300
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    18.100
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    3.500
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    8.900
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    25.400
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    53.200
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    34.000
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    13.900
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    44.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    29.000
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    40.900
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    31.300
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    29.600
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    35.400
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    9.600
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    22.900
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    51.600
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    36.800
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    42.100
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    36.300
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    11.900
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    10.900
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    15.000
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    53.400
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    9.400
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    31.900
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    38.400
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    7.100
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    33.400
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    33.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    35.200
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    11.900
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    39.600
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    37.200
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    33.000
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    88.000
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    11.300
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    30.300
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    20.600
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    29.100
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    34.900
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    17.000
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.300
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    19.300
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    21.200
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    19.800
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    27.400
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    49.400
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    53.700
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    27.900
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    32.800
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    22.100
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    29.800
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    9.700
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    29.500
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    32.100
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    14.400
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    16.800
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    5.300
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    31.800
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    13.600
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    9.400
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    36.700
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    33.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    10.400
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    34.800
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    29.200
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    23.000
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    44.600
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    7.000