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

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](https://huggingface.co/spaces/wietsedv/xpos) for more details.

## Usage
```python
from transformers import AutoTokenizer, AutoModelForTokenClassification

tokenizer = AutoTokenizer.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-gl")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-gl")
```

{"language": ["gl"], "license": "apache-2.0", "library_name": "transformers", "tags": ["part-of-speech", "token-classification"], "datasets": ["universal_dependencies"], "metrics": ["accuracy"], "model-index": [{"name": "xlm-roberta-base-ft-udpos28-gl", "results": [{"task": {"type": "token-classification", "name": "Part-of-Speech Tagging"}, "dataset": {"name": "Universal Dependencies v2.8", "type": "universal_dependencies"}, "metrics": [{"type": "accuracy", "value": 86.5, "name": "English Test accuracy"}, {"type": "accuracy", "value": 87.6, "name": "Dutch Test accuracy"}, {"type": "accuracy", "value": 83.3, "name": "German Test accuracy"}, {"type": "accuracy", "value": 88.6, "name": "Italian Test accuracy"}, {"type": "accuracy", "value": 88.3, "name": "French Test accuracy"}, {"type": "accuracy", "value": 86.6, "name": "Spanish Test accuracy"}, {"type": "accuracy", "value": 89.2, "name": "Russian Test accuracy"}, {"type": "accuracy", "value": 87.7, "name": "Swedish Test accuracy"}, {"type": "accuracy", "value": 83.2, "name": "Norwegian Test accuracy"}, {"type": "accuracy", "value": 87.8, "name": "Danish Test accuracy"}, {"type": "accuracy", "value": 53.1, "name": "Low Saxon Test accuracy"}, {"type": "accuracy", "value": 30.7, "name": "Akkadian Test accuracy"}, {"type": "accuracy", "value": 84.7, "name": "Armenian Test accuracy"}, {"type": "accuracy", "value": 67.1, "name": "Welsh Test accuracy"}, {"type": "accuracy", "value": 73.7, "name": "Old East Slavic Test accuracy"}, {"type": "accuracy", "value": 79.7, "name": "Albanian Test accuracy"}, {"type": "accuracy", "value": 78.4, "name": "Slovenian Test accuracy"}, {"type": "accuracy", "value": 25.8, "name": "Guajajara Test accuracy"}, {"type": "accuracy", "value": 79.4, "name": "Kurmanji Test accuracy"}, {"type": "accuracy", "value": 76.8, "name": "Turkish Test accuracy"}, {"type": "accuracy", "value": 84.4, "name": "Finnish Test accuracy"}, {"type": "accuracy", "value": 83.9, "name": "Indonesian Test accuracy"}, {"type": "accuracy", "value": 86.6, "name": "Ukrainian Test accuracy"}, {"type": "accuracy", "value": 86.8, "name": "Polish Test accuracy"}, {"type": "accuracy", "value": 90.9, "name": "Portuguese Test accuracy"}, {"type": "accuracy", "value": 81.1, "name": "Kazakh Test accuracy"}, {"type": "accuracy", "value": 80.0, "name": "Latin Test accuracy"}, {"type": "accuracy", "value": 64.0, "name": "Old French Test accuracy"}, {"type": "accuracy", "value": 58.0, "name": "Buryat Test accuracy"}, {"type": "accuracy", "value": 18.8, "name": "Kaapor Test accuracy"}, {"type": "accuracy", "value": 62.5, "name": "Korean Test accuracy"}, {"type": "accuracy", "value": 85.3, "name": "Estonian Test accuracy"}, {"type": "accuracy", "value": 88.3, "name": "Croatian Test accuracy"}, {"type": "accuracy", "value": 22.4, "name": "Gothic Test accuracy"}, {"type": "accuracy", "value": 47.9, "name": "Swiss German Test accuracy"}, {"type": "accuracy", "value": 14.6, "name": "Assyrian Test accuracy"}, {"type": "accuracy", "value": 32.1, "name": "North Sami Test accuracy"}, {"type": "accuracy", "value": 41.1, "name": "Naija Test accuracy"}, {"type": "accuracy", "value": 86.5, "name": "Latvian Test accuracy"}, {"type": "accuracy", "value": 32.8, "name": "Chinese Test accuracy"}, {"type": "accuracy", "value": 71.9, "name": "Tagalog Test accuracy"}, {"type": "accuracy", "value": 28.8, "name": "Bambara Test accuracy"}, {"type": "accuracy", "value": 85.4, "name": "Lithuanian Test accuracy"}, {"type": "accuracy", "value": 93.8, "name": "Galician Test accuracy"}, {"type": "accuracy", "value": 63.8, "name": "Vietnamese Test accuracy"}, {"type": "accuracy", "value": 87.6, "name": "Greek Test accuracy"}, {"type": "accuracy", "value": 87.4, "name": "Catalan Test accuracy"}, {"type": "accuracy", "value": 87.6, "name": "Czech Test accuracy"}, {"type": "accuracy", "value": 42.6, "name": "Erzya Test accuracy"}, {"type": "accuracy", "value": 52.0, "name": "Bhojpuri Test accuracy"}, {"type": "accuracy", "value": 49.3, "name": "Thai Test accuracy"}, {"type": "accuracy", "value": 80.4, "name": "Marathi Test accuracy"}, {"type": "accuracy", "value": 75.8, "name": "Basque Test accuracy"}, {"type": "accuracy", "value": 87.6, "name": "Slovak Test accuracy"}, {"type": "accuracy", "value": 31.8, "name": "Kiche Test accuracy"}, {"type": "accuracy", "value": 21.5, "name": "Yoruba Test accuracy"}, {"type": "accuracy", "value": 34.4, "name": "Warlpiri Test accuracy"}, {"type": "accuracy", "value": 81.6, "name": "Tamil Test accuracy"}, {"type": "accuracy", "value": 25.2, "name": "Maltese Test accuracy"}, {"type": "accuracy", "value": 59.4, "name": "Ancient Greek Test accuracy"}, {"type": "accuracy", "value": 82.0, "name": "Icelandic Test accuracy"}, {"type": "accuracy", "value": 29.2, "name": "Mbya Guarani Test accuracy"}, {"type": "accuracy", "value": 64.6, "name": "Urdu Test accuracy"}, {"type": "accuracy", "value": 84.5, "name": "Romanian Test accuracy"}, {"type": "accuracy", "value": 78.9, "name": "Persian Test accuracy"}, {"type": "accuracy", "value": 32.8, "name": "Apurina Test accuracy"}, {"type": "accuracy", "value": 20.0, "name": "Japanese Test accuracy"}, {"type": "accuracy", "value": 83.0, "name": "Hungarian Test accuracy"}, {"type": "accuracy", "value": 71.8, "name": "Hindi Test accuracy"}, {"type": "accuracy", "value": 14.3, "name": "Classical Chinese Test accuracy"}, {"type": "accuracy", "value": 42.7, "name": "Komi Permyak Test accuracy"}, {"type": "accuracy", "value": 76.8, "name": "Faroese Test accuracy"}, {"type": "accuracy", "value": 21.0, "name": "Sanskrit Test accuracy"}, {"type": "accuracy", "value": 62.4, "name": "Livvi Test accuracy"}, {"type": "accuracy", "value": 82.1, "name": "Arabic Test accuracy"}, {"type": "accuracy", "value": 33.2, "name": "Wolof Test accuracy"}, {"type": "accuracy", "value": 89.5, "name": "Bulgarian Test accuracy"}, {"type": "accuracy", "value": 24.4, "name": "Akuntsu Test accuracy"}, {"type": "accuracy", "value": 16.4, "name": "Makurap Test accuracy"}, {"type": "accuracy", "value": 43.6, "name": "Kangri Test accuracy"}, {"type": "accuracy", "value": 66.2, "name": "Breton Test accuracy"}, {"type": "accuracy", "value": 79.6, "name": "Telugu Test accuracy"}, {"type": "accuracy", "value": 37.0, "name": "Cantonese Test accuracy"}, {"type": "accuracy", "value": 49.5, "name": "Old Church Slavonic Test accuracy"}, {"type": "accuracy", "value": 69.5, "name": "Karelian Test accuracy"}, {"type": "accuracy", "value": 73.2, "name": "Upper Sorbian Test accuracy"}, {"type": "accuracy", "value": 65.1, "name": "South Levantine Arabic Test accuracy"}, {"type": "accuracy", "value": 36.2, "name": "Komi Zyrian Test accuracy"}, {"type": "accuracy", "value": 69.2, "name": "Irish Test accuracy"}, {"type": "accuracy", "value": 43.6, "name": "Nayini Test accuracy"}, {"type": "accuracy", "value": 19.7, "name": "Munduruku Test accuracy"}, {"type": "accuracy", "value": 33.4, "name": "Manx Test accuracy"}, {"type": "accuracy", "value": 30.3, "name": "Skolt Sami Test accuracy"}, {"type": "accuracy", "value": 83.3, "name": "Afrikaans Test accuracy"}, {"type": "accuracy", "value": 37.1, "name": "Old Turkish Test accuracy"}, {"type": "accuracy", "value": 26.9, "name": "Tupinamba Test accuracy"}, {"type": "accuracy", "value": 87.9, "name": "Belarusian Test accuracy"}, {"type": "accuracy", "value": 89.8, "name": "Serbian Test accuracy"}, {"type": "accuracy", "value": 38.8, "name": "Moksha Test accuracy"}, {"type": "accuracy", "value": 78.1, "name": "Western Armenian Test accuracy"}, {"type": "accuracy", "value": 58.7, "name": "Scottish Gaelic Test accuracy"}, {"type": "accuracy", "value": 35.1, "name": "Khunsari Test accuracy"}, {"type": "accuracy", "value": 90.6, "name": "Hebrew Test accuracy"}, {"type": "accuracy", "value": 70.7, "name": "Uyghur Test accuracy"}, {"type": "accuracy", "value": 28.7, "name": "Chukchi Test accuracy"}]}]}]}
transformers pytorch xlm-roberta token-classification part-of-speech gl dataset:universal_dependencies license:apache-2.0 model-index autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #xlm-roberta #token-classification #part-of-speech #gl #dataset-universal_dependencies #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #has_space #region-us 


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

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


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

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
TAGS
#transformers #pytorch #xlm-roberta #token-classification #part-of-speech #gl #dataset-universal_dependencies #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #has_space #region-us 
 # XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Galician

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
TAGS
#transformers #pytorch #xlm-roberta #token-classification #part-of-speech #gl #dataset-universal_dependencies #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #has_space #region-us 
# XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Galician

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