XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Turkish
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-tr")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-tr")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-tr
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Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported74.400
- Dutch Test accuracy on Universal Dependencies v2.8self-reported73.700
- German Test accuracy on Universal Dependencies v2.8self-reported73.500
- Italian Test accuracy on Universal Dependencies v2.8self-reported73.200
- French Test accuracy on Universal Dependencies v2.8self-reported71.400
- Spanish Test accuracy on Universal Dependencies v2.8self-reported71.100
- Russian Test accuracy on Universal Dependencies v2.8self-reported77.900
- Swedish Test accuracy on Universal Dependencies v2.8self-reported74.500
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported69.200
- Danish Test accuracy on Universal Dependencies v2.8self-reported73.800
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported45.800
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported39.800
- Armenian Test accuracy on Universal Dependencies v2.8self-reported80.900
- Welsh Test accuracy on Universal Dependencies v2.8self-reported62.900
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported63.700
- Albanian Test accuracy on Universal Dependencies v2.8self-reported71.500
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported62.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported41.300
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported68.000
- Turkish Test accuracy on Universal Dependencies v2.8self-reported88.400
- Finnish Test accuracy on Universal Dependencies v2.8self-reported81.100
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported71.500
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported76.800
- Polish Test accuracy on Universal Dependencies v2.8self-reported74.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported76.700
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported81.100
- Latin Test accuracy on Universal Dependencies v2.8self-reported68.200
- Old French Test accuracy on Universal Dependencies v2.8self-reported47.500
- Buryat Test accuracy on Universal Dependencies v2.8self-reported62.600
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported24.600
- Korean Test accuracy on Universal Dependencies v2.8self-reported63.700
- Estonian Test accuracy on Universal Dependencies v2.8self-reported82.000
- Croatian Test accuracy on Universal Dependencies v2.8self-reported72.300
- Gothic Test accuracy on Universal Dependencies v2.8self-reported24.100
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported41.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported23.000
- North Sami Test accuracy on Universal Dependencies v2.8self-reported45.200
- Naija Test accuracy on Universal Dependencies v2.8self-reported36.000
- Latvian Test accuracy on Universal Dependencies v2.8self-reported80.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported55.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported56.200
- Bambara Test accuracy on Universal Dependencies v2.8self-reported30.000
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported81.200
- Galician Test accuracy on Universal Dependencies v2.8self-reported72.400
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported57.000
- Greek Test accuracy on Universal Dependencies v2.8self-reported80.200
- Catalan Test accuracy on Universal Dependencies v2.8self-reported69.100
- Czech Test accuracy on Universal Dependencies v2.8self-reported75.800
- Erzya Test accuracy on Universal Dependencies v2.8self-reported52.700
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported50.800
- Thai Test accuracy on Universal Dependencies v2.8self-reported49.000
- Marathi Test accuracy on Universal Dependencies v2.8self-reported77.900
- Basque Test accuracy on Universal Dependencies v2.8self-reported66.800
- Slovak Test accuracy on Universal Dependencies v2.8self-reported75.100
- Kiche Test accuracy on Universal Dependencies v2.8self-reported43.100
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported31.700
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported48.600
- Tamil Test accuracy on Universal Dependencies v2.8self-reported79.500
- Maltese Test accuracy on Universal Dependencies v2.8self-reported34.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported58.500
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported68.900
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported33.600
- Urdu Test accuracy on Universal Dependencies v2.8self-reported60.500
- Romanian Test accuracy on Universal Dependencies v2.8self-reported69.600
- Persian Test accuracy on Universal Dependencies v2.8self-reported71.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported50.200
- Japanese Test accuracy on Universal Dependencies v2.8self-reported44.400
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported86.400
- Hindi Test accuracy on Universal Dependencies v2.8self-reported63.200
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported36.300
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported51.000
- Faroese Test accuracy on Universal Dependencies v2.8self-reported59.500
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported38.300
- Livvi Test accuracy on Universal Dependencies v2.8self-reported65.400
- Arabic Test accuracy on Universal Dependencies v2.8self-reported64.400
- Wolof Test accuracy on Universal Dependencies v2.8self-reported38.900
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported72.400
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported49.100
- Makurap Test accuracy on Universal Dependencies v2.8self-reported23.300
- Kangri Test accuracy on Universal Dependencies v2.8self-reported46.500
- Breton Test accuracy on Universal Dependencies v2.8self-reported55.400
- Telugu Test accuracy on Universal Dependencies v2.8self-reported80.700
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported54.300
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported42.900
- Karelian Test accuracy on Universal Dependencies v2.8self-reported70.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported67.100
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported58.300
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported47.600
- Irish Test accuracy on Universal Dependencies v2.8self-reported60.300
- Nayini Test accuracy on Universal Dependencies v2.8self-reported50.000
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported41.900
- Manx Test accuracy on Universal Dependencies v2.8self-reported37.500
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported47.400
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported71.300
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported53.400
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported53.600
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported76.900
- Serbian Test accuracy on Universal Dependencies v2.8self-reported72.200
- Moksha Test accuracy on Universal Dependencies v2.8self-reported50.000
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported70.500
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported54.100
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported50.000
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported79.200
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported70.800
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported40.800