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

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

{"language": ["sr"], "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-sr", "results": [{"task": {"type": "token-classification", "name": "Part-of-Speech Tagging"}, "dataset": {"name": "Universal Dependencies v2.8", "type": "universal_dependencies"}, "metrics": [{"type": "accuracy", "value": 82.9, "name": "English Test accuracy"}, {"type": "accuracy", "value": 84.0, "name": "Dutch Test accuracy"}, {"type": "accuracy", "value": 82.7, "name": "German Test accuracy"}, {"type": "accuracy", "value": 82.6, "name": "Italian Test accuracy"}, {"type": "accuracy", "value": 83.6, "name": "French Test accuracy"}, {"type": "accuracy", "value": 87.3, "name": "Spanish Test accuracy"}, {"type": "accuracy", "value": 90.6, "name": "Russian Test accuracy"}, {"type": "accuracy", "value": 85.5, "name": "Swedish Test accuracy"}, {"type": "accuracy", "value": 79.0, "name": "Norwegian Test accuracy"}, {"type": "accuracy", "value": 84.1, "name": "Danish Test accuracy"}, {"type": "accuracy", "value": 47.9, "name": "Low Saxon Test accuracy"}, {"type": "accuracy", "value": 30.2, "name": "Akkadian Test accuracy"}, {"type": "accuracy", "value": 84.2, "name": "Armenian Test accuracy"}, {"type": "accuracy", "value": 67.4, "name": "Welsh Test accuracy"}, {"type": "accuracy", "value": 75.9, "name": "Old East Slavic Test accuracy"}, {"type": "accuracy", "value": 74.6, "name": "Albanian Test accuracy"}, {"type": "accuracy", "value": 85.8, "name": "Slovenian Test accuracy"}, {"type": "accuracy", "value": 25.6, "name": "Guajajara Test accuracy"}, {"type": "accuracy", "value": 75.8, "name": "Kurmanji Test accuracy"}, {"type": "accuracy", "value": 76.2, "name": "Turkish Test accuracy"}, {"type": "accuracy", "value": 81.7, "name": "Finnish Test accuracy"}, {"type": "accuracy", "value": 80.5, "name": "Indonesian Test accuracy"}, {"type": "accuracy", "value": 92.3, "name": "Ukrainian Test accuracy"}, {"type": "accuracy", "value": 91.8, "name": "Polish Test accuracy"}, {"type": "accuracy", "value": 84.7, "name": "Portuguese Test accuracy"}, {"type": "accuracy", "value": 79.7, "name": "Kazakh Test accuracy"}, {"type": "accuracy", "value": 77.0, "name": "Latin Test accuracy"}, {"type": "accuracy", "value": 54.3, "name": "Old French Test accuracy"}, {"type": "accuracy", "value": 58.6, "name": "Buryat Test accuracy"}, {"type": "accuracy", "value": 14.6, "name": "Kaapor Test accuracy"}, {"type": "accuracy", "value": 60.6, "name": "Korean Test accuracy"}, {"type": "accuracy", "value": 84.4, "name": "Estonian Test accuracy"}, {"type": "accuracy", "value": 97.0, "name": "Croatian Test accuracy"}, {"type": "accuracy", "value": 17.1, "name": "Gothic Test accuracy"}, {"type": "accuracy", "value": 42.9, "name": "Swiss German Test accuracy"}, {"type": "accuracy", "value": 16.1, "name": "Assyrian Test accuracy"}, {"type": "accuracy", "value": 31.2, "name": "North Sami Test accuracy"}, {"type": "accuracy", "value": 38.7, "name": "Naija Test accuracy"}, {"type": "accuracy", "value": 85.1, "name": "Latvian Test accuracy"}, {"type": "accuracy", "value": 41.3, "name": "Chinese Test accuracy"}, {"type": "accuracy", "value": 77.5, "name": "Tagalog Test accuracy"}, {"type": "accuracy", "value": 27.6, "name": "Bambara Test accuracy"}, {"type": "accuracy", "value": 85.3, "name": "Lithuanian Test accuracy"}, {"type": "accuracy", "value": 84.9, "name": "Galician Test accuracy"}, {"type": "accuracy", "value": 65.8, "name": "Vietnamese Test accuracy"}, {"type": "accuracy", "value": 83.9, "name": "Greek Test accuracy"}, {"type": "accuracy", "value": 85.7, "name": "Catalan Test accuracy"}, {"type": "accuracy", "value": 94.8, "name": "Czech Test accuracy"}, {"type": "accuracy", "value": 43.1, "name": "Erzya Test accuracy"}, {"type": "accuracy", "value": 47.9, "name": "Bhojpuri Test accuracy"}, {"type": "accuracy", "value": 60.5, "name": "Thai Test accuracy"}, {"type": "accuracy", "value": 84.0, "name": "Marathi Test accuracy"}, {"type": "accuracy", "value": 74.9, "name": "Basque Test accuracy"}, {"type": "accuracy", "value": 94.6, "name": "Slovak Test accuracy"}, {"type": "accuracy", "value": 31.5, "name": "Kiche Test accuracy"}, {"type": "accuracy", "value": 21.8, "name": "Yoruba Test accuracy"}, {"type": "accuracy", "value": 37.7, "name": "Warlpiri Test accuracy"}, {"type": "accuracy", "value": 83.9, "name": "Tamil Test accuracy"}, {"type": "accuracy", "value": 22.7, "name": "Maltese Test accuracy"}, {"type": "accuracy", "value": 59.0, "name": "Ancient Greek Test accuracy"}, {"type": "accuracy", "value": 79.6, "name": "Icelandic Test accuracy"}, {"type": "accuracy", "value": 29.4, "name": "Mbya Guarani Test accuracy"}, {"type": "accuracy", "value": 63.0, "name": "Urdu Test accuracy"}, {"type": "accuracy", "value": 82.1, "name": "Romanian Test accuracy"}, {"type": "accuracy", "value": 78.7, "name": "Persian Test accuracy"}, {"type": "accuracy", "value": 30.1, "name": "Apurina Test accuracy"}, {"type": "accuracy", "value": 28.7, "name": "Japanese Test accuracy"}, {"type": "accuracy", "value": 78.4, "name": "Hungarian Test accuracy"}, {"type": "accuracy", "value": 66.6, "name": "Hindi Test accuracy"}, {"type": "accuracy", "value": 27.3, "name": "Classical Chinese Test accuracy"}, {"type": "accuracy", "value": 40.2, "name": "Komi Permyak Test accuracy"}, {"type": "accuracy", "value": 76.1, "name": "Faroese Test accuracy"}, {"type": "accuracy", "value": 32.5, "name": "Sanskrit Test accuracy"}, {"type": "accuracy", "value": 62.6, "name": "Livvi Test accuracy"}, {"type": "accuracy", "value": 80.9, "name": "Arabic Test accuracy"}, {"type": "accuracy", "value": 30.7, "name": "Wolof Test accuracy"}, {"type": "accuracy", "value": 92.2, "name": "Bulgarian Test accuracy"}, {"type": "accuracy", "value": 32.6, "name": "Akuntsu Test accuracy"}, {"type": "accuracy", "value": 12.3, "name": "Makurap Test accuracy"}, {"type": "accuracy", "value": 44.4, "name": "Kangri Test accuracy"}, {"type": "accuracy", "value": 58.0, "name": "Breton Test accuracy"}, {"type": "accuracy", "value": 77.8, "name": "Telugu Test accuracy"}, {"type": "accuracy", "value": 44.9, "name": "Cantonese Test accuracy"}, {"type": "accuracy", "value": 45.4, "name": "Old Church Slavonic Test accuracy"}, {"type": "accuracy", "value": 69.8, "name": "Karelian Test accuracy"}, {"type": "accuracy", "value": 77.5, "name": "Upper Sorbian Test accuracy"}, {"type": "accuracy", "value": 66.8, "name": "South Levantine Arabic Test accuracy"}, {"type": "accuracy", "value": 36.1, "name": "Komi Zyrian Test accuracy"}, {"type": "accuracy", "value": 67.9, "name": "Irish Test accuracy"}, {"type": "accuracy", "value": 44.9, "name": "Nayini Test accuracy"}, {"type": "accuracy", "value": 19.2, "name": "Munduruku Test accuracy"}, {"type": "accuracy", "value": 33.1, "name": "Manx Test accuracy"}, {"type": "accuracy", "value": 33.0, "name": "Skolt Sami Test accuracy"}, {"type": "accuracy", "value": 79.6, "name": "Afrikaans Test accuracy"}, {"type": "accuracy", "value": 37.1, "name": "Old Turkish Test accuracy"}, {"type": "accuracy", "value": 31.4, "name": "Tupinamba Test accuracy"}, {"type": "accuracy", "value": 91.0, "name": "Belarusian Test accuracy"}, {"type": "accuracy", "value": 99.1, "name": "Serbian Test accuracy"}, {"type": "accuracy", "value": 40.2, "name": "Moksha Test accuracy"}, {"type": "accuracy", "value": 75.8, "name": "Western Armenian Test accuracy"}, {"type": "accuracy", "value": 57.1, "name": "Scottish Gaelic Test accuracy"}, {"type": "accuracy", "value": 32.4, "name": "Khunsari Test accuracy"}, {"type": "accuracy", "value": 88.5, "name": "Hebrew Test accuracy"}, {"type": "accuracy", "value": 71.0, "name": "Uyghur Test accuracy"}, {"type": "accuracy", "value": 29.3, "name": "Chukchi Test accuracy"}]}]}]}
transformers pytorch xlm-roberta token-classification part-of-speech sr 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 #sr #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: Serbian

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: Serbian

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 #sr #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: Serbian

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
passage: TAGS
#transformers #pytorch #xlm-roberta #token-classification #part-of-speech #sr #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: Serbian

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