XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Tamil
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-ta")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-ta")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-ta
Space using wietsedv/xlm-roberta-base-ft-udpos28-ta 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported68.100
- Dutch Test accuracy on Universal Dependencies v2.8self-reported64.000
- German Test accuracy on Universal Dependencies v2.8self-reported65.800
- Italian Test accuracy on Universal Dependencies v2.8self-reported61.200
- French Test accuracy on Universal Dependencies v2.8self-reported56.900
- Spanish Test accuracy on Universal Dependencies v2.8self-reported59.500
- Russian Test accuracy on Universal Dependencies v2.8self-reported74.300
- Swedish Test accuracy on Universal Dependencies v2.8self-reported69.100
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported64.800
- Danish Test accuracy on Universal Dependencies v2.8self-reported70.000
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported46.900
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported28.400
- Armenian Test accuracy on Universal Dependencies v2.8self-reported76.500
- Welsh Test accuracy on Universal Dependencies v2.8self-reported54.200
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported61.800
- Albanian Test accuracy on Universal Dependencies v2.8self-reported61.000
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported59.800
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported22.700
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported64.100
- Turkish Test accuracy on Universal Dependencies v2.8self-reported72.000
- Finnish Test accuracy on Universal Dependencies v2.8self-reported76.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported70.300
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported75.500
- Polish Test accuracy on Universal Dependencies v2.8self-reported72.000
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported65.900
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported77.200
- Latin Test accuracy on Universal Dependencies v2.8self-reported67.800
- Old French Test accuracy on Universal Dependencies v2.8self-reported45.000
- Buryat Test accuracy on Universal Dependencies v2.8self-reported58.800
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported21.200
- Korean Test accuracy on Universal Dependencies v2.8self-reported58.600
- Estonian Test accuracy on Universal Dependencies v2.8self-reported78.500
- Croatian Test accuracy on Universal Dependencies v2.8self-reported71.300
- Gothic Test accuracy on Universal Dependencies v2.8self-reported18.200
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported44.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported17.200
- North Sami Test accuracy on Universal Dependencies v2.8self-reported34.900
- Naija Test accuracy on Universal Dependencies v2.8self-reported37.500
- Latvian Test accuracy on Universal Dependencies v2.8self-reported79.200
- Chinese Test accuracy on Universal Dependencies v2.8self-reported47.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported65.600
- Bambara Test accuracy on Universal Dependencies v2.8self-reported22.800
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported77.800
- Galician Test accuracy on Universal Dependencies v2.8self-reported61.900
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported56.100
- Greek Test accuracy on Universal Dependencies v2.8self-reported63.500
- Catalan Test accuracy on Universal Dependencies v2.8self-reported57.600
- Czech Test accuracy on Universal Dependencies v2.8self-reported71.700
- Erzya Test accuracy on Universal Dependencies v2.8self-reported43.500
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported55.600
- Thai Test accuracy on Universal Dependencies v2.8self-reported56.700
- Marathi Test accuracy on Universal Dependencies v2.8self-reported79.100
- Basque Test accuracy on Universal Dependencies v2.8self-reported74.300
- Slovak Test accuracy on Universal Dependencies v2.8self-reported71.900
- Kiche Test accuracy on Universal Dependencies v2.8self-reported28.300
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported22.300
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported32.400
- Tamil Test accuracy on Universal Dependencies v2.8self-reported85.600
- Maltese Test accuracy on Universal Dependencies v2.8self-reported23.100
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported52.900
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported67.900
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported28.500
- Urdu Test accuracy on Universal Dependencies v2.8self-reported69.000
- Romanian Test accuracy on Universal Dependencies v2.8self-reported65.500
- Persian Test accuracy on Universal Dependencies v2.8self-reported60.000
- Apurina Test accuracy on Universal Dependencies v2.8self-reported32.700
- Japanese Test accuracy on Universal Dependencies v2.8self-reported42.300
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported69.800
- Hindi Test accuracy on Universal Dependencies v2.8self-reported73.600
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported28.300
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported40.200
- Faroese Test accuracy on Universal Dependencies v2.8self-reported59.900
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported36.900
- Livvi Test accuracy on Universal Dependencies v2.8self-reported61.400
- Arabic Test accuracy on Universal Dependencies v2.8self-reported62.900
- Wolof Test accuracy on Universal Dependencies v2.8self-reported28.300
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported71.600
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported19.300
- Makurap Test accuracy on Universal Dependencies v2.8self-reported12.300
- Kangri Test accuracy on Universal Dependencies v2.8self-reported51.600
- Breton Test accuracy on Universal Dependencies v2.8self-reported51.700
- Telugu Test accuracy on Universal Dependencies v2.8self-reported83.200
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported50.300
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported45.700
- Karelian Test accuracy on Universal Dependencies v2.8self-reported63.700
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported62.300
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported57.500
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported35.300
- Irish Test accuracy on Universal Dependencies v2.8self-reported58.200
- Nayini Test accuracy on Universal Dependencies v2.8self-reported48.700
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported15.900
- Manx Test accuracy on Universal Dependencies v2.8self-reported26.500
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported32.700
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported66.500
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported27.800
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported76.900
- Serbian Test accuracy on Universal Dependencies v2.8self-reported71.600
- Moksha Test accuracy on Universal Dependencies v2.8self-reported39.200
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported70.800
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported50.200
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported39.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported81.200
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported67.300
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported33.600