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wietsedv
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xlm-roberta-base-ft-udpos28-he

Token Classification Transformers PyTorch Safetensors
Hebrew xlm-roberta part-of-speech Eval Results Inference Endpoints
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XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Hebrew

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-he")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-he")
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Safetensors
Model size
277M params
Tensor type
I64
·
F32
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-he

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

Evaluation results

  • English Test accuracy on Universal Dependencies v2.8
    self-reported
    76.600
  • Dutch Test accuracy on Universal Dependencies v2.8
    self-reported
    73.700
  • German Test accuracy on Universal Dependencies v2.8
    self-reported
    70.500
  • Italian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.100
  • French Test accuracy on Universal Dependencies v2.8
    self-reported
    71.300
  • Spanish Test accuracy on Universal Dependencies v2.8
    self-reported
    74.500
  • Russian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.300
  • Swedish Test accuracy on Universal Dependencies v2.8
    self-reported
    79.300
  • Norwegian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.700
  • Danish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.400
  • Low Saxon Test accuracy on Universal Dependencies v2.8
    self-reported
    42.600
  • Akkadian Test accuracy on Universal Dependencies v2.8
    self-reported
    24.100
  • Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.000
  • Welsh Test accuracy on Universal Dependencies v2.8
    self-reported
    62.300
  • Old East Slavic Test accuracy on Universal Dependencies v2.8
    self-reported
    66.200
  • Albanian Test accuracy on Universal Dependencies v2.8
    self-reported
    73.900
  • Slovenian Test accuracy on Universal Dependencies v2.8
    self-reported
    72.500
  • Guajajara Test accuracy on Universal Dependencies v2.8
    self-reported
    21.400
  • Kurmanji Test accuracy on Universal Dependencies v2.8
    self-reported
    74.200
  • Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    71.800
  • Finnish Test accuracy on Universal Dependencies v2.8
    self-reported
    80.500
  • Indonesian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.000
  • Ukrainian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.800
  • Polish Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Portuguese Test accuracy on Universal Dependencies v2.8
    self-reported
    78.600
  • Kazakh Test accuracy on Universal Dependencies v2.8
    self-reported
    77.200
  • Latin Test accuracy on Universal Dependencies v2.8
    self-reported
    73.500
  • Old French Test accuracy on Universal Dependencies v2.8
    self-reported
    50.600
  • Buryat Test accuracy on Universal Dependencies v2.8
    self-reported
    45.000
  • Kaapor Test accuracy on Universal Dependencies v2.8
    self-reported
    11.200
  • Korean Test accuracy on Universal Dependencies v2.8
    self-reported
    60.200
  • Estonian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Croatian Test accuracy on Universal Dependencies v2.8
    self-reported
    77.900
  • Gothic Test accuracy on Universal Dependencies v2.8
    self-reported
    13.700
  • Swiss German Test accuracy on Universal Dependencies v2.8
    self-reported
    44.800
  • Assyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    17.000
  • North Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    24.800
  • Naija Test accuracy on Universal Dependencies v2.8
    self-reported
    41.600
  • Latvian Test accuracy on Universal Dependencies v2.8
    self-reported
    80.100
  • Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    60.500
  • Tagalog Test accuracy on Universal Dependencies v2.8
    self-reported
    79.200
  • Bambara Test accuracy on Universal Dependencies v2.8
    self-reported
    21.100
  • Lithuanian Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Galician Test accuracy on Universal Dependencies v2.8
    self-reported
    76.100
  • Vietnamese Test accuracy on Universal Dependencies v2.8
    self-reported
    64.400
  • Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    67.400
  • Catalan Test accuracy on Universal Dependencies v2.8
    self-reported
    71.500
  • Czech Test accuracy on Universal Dependencies v2.8
    self-reported
    77.700
  • Erzya Test accuracy on Universal Dependencies v2.8
    self-reported
    32.000
  • Bhojpuri Test accuracy on Universal Dependencies v2.8
    self-reported
    50.700
  • Thai Test accuracy on Universal Dependencies v2.8
    self-reported
    69.200
  • Marathi Test accuracy on Universal Dependencies v2.8
    self-reported
    81.600
  • Basque Test accuracy on Universal Dependencies v2.8
    self-reported
    76.200
  • Slovak Test accuracy on Universal Dependencies v2.8
    self-reported
    78.000
  • Kiche Test accuracy on Universal Dependencies v2.8
    self-reported
    23.600
  • Yoruba Test accuracy on Universal Dependencies v2.8
    self-reported
    17.500
  • Warlpiri Test accuracy on Universal Dependencies v2.8
    self-reported
    22.300
  • Tamil Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Maltese Test accuracy on Universal Dependencies v2.8
    self-reported
    18.000
  • Ancient Greek Test accuracy on Universal Dependencies v2.8
    self-reported
    45.400
  • Icelandic Test accuracy on Universal Dependencies v2.8
    self-reported
    81.000
  • Mbya Guarani Test accuracy on Universal Dependencies v2.8
    self-reported
    22.000
  • Urdu Test accuracy on Universal Dependencies v2.8
    self-reported
    70.900
  • Romanian Test accuracy on Universal Dependencies v2.8
    self-reported
    76.500
  • Persian Test accuracy on Universal Dependencies v2.8
    self-reported
    75.400
  • Apurina Test accuracy on Universal Dependencies v2.8
    self-reported
    22.200
  • Japanese Test accuracy on Universal Dependencies v2.8
    self-reported
    39.400
  • Hungarian Test accuracy on Universal Dependencies v2.8
    self-reported
    65.800
  • Hindi Test accuracy on Universal Dependencies v2.8
    self-reported
    75.200
  • Classical Chinese Test accuracy on Universal Dependencies v2.8
    self-reported
    44.300
  • Komi Permyak Test accuracy on Universal Dependencies v2.8
    self-reported
    35.000
  • Faroese Test accuracy on Universal Dependencies v2.8
    self-reported
    70.800
  • Sanskrit Test accuracy on Universal Dependencies v2.8
    self-reported
    12.100
  • Livvi Test accuracy on Universal Dependencies v2.8
    self-reported
    52.200
  • Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    77.400
  • Wolof Test accuracy on Universal Dependencies v2.8
    self-reported
    24.400
  • Bulgarian Test accuracy on Universal Dependencies v2.8
    self-reported
    82.100
  • Akuntsu Test accuracy on Universal Dependencies v2.8
    self-reported
    17.000
  • Makurap Test accuracy on Universal Dependencies v2.8
    self-reported
    8.200
  • Kangri Test accuracy on Universal Dependencies v2.8
    self-reported
    39.900
  • Breton Test accuracy on Universal Dependencies v2.8
    self-reported
    56.700
  • Telugu Test accuracy on Universal Dependencies v2.8
    self-reported
    81.400
  • Cantonese Test accuracy on Universal Dependencies v2.8
    self-reported
    57.700
  • Old Church Slavonic Test accuracy on Universal Dependencies v2.8
    self-reported
    40.300
  • Karelian Test accuracy on Universal Dependencies v2.8
    self-reported
    60.000
  • Upper Sorbian Test accuracy on Universal Dependencies v2.8
    self-reported
    61.200
  • South Levantine Arabic Test accuracy on Universal Dependencies v2.8
    self-reported
    64.500
  • Komi Zyrian Test accuracy on Universal Dependencies v2.8
    self-reported
    29.000
  • Irish Test accuracy on Universal Dependencies v2.8
    self-reported
    58.700
  • Nayini Test accuracy on Universal Dependencies v2.8
    self-reported
    41.000
  • Munduruku Test accuracy on Universal Dependencies v2.8
    self-reported
    9.500
  • Manx Test accuracy on Universal Dependencies v2.8
    self-reported
    21.800
  • Skolt Sami Test accuracy on Universal Dependencies v2.8
    self-reported
    27.200
  • Afrikaans Test accuracy on Universal Dependencies v2.8
    self-reported
    73.300
  • Old Turkish Test accuracy on Universal Dependencies v2.8
    self-reported
    43.400
  • Tupinamba Test accuracy on Universal Dependencies v2.8
    self-reported
    21.900
  • Belarusian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.500
  • Serbian Test accuracy on Universal Dependencies v2.8
    self-reported
    78.900
  • Moksha Test accuracy on Universal Dependencies v2.8
    self-reported
    29.700
  • Western Armenian Test accuracy on Universal Dependencies v2.8
    self-reported
    69.600
  • Scottish Gaelic Test accuracy on Universal Dependencies v2.8
    self-reported
    51.300
  • Khunsari Test accuracy on Universal Dependencies v2.8
    self-reported
    36.500
  • Hebrew Test accuracy on Universal Dependencies v2.8
    self-reported
    93.800
  • Uyghur Test accuracy on Universal Dependencies v2.8
    self-reported
    70.200
  • Chukchi Test accuracy on Universal Dependencies v2.8
    self-reported
    27.100
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