XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Lithuanian
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-lt")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-lt")
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Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-lt
Space using wietsedv/xlm-roberta-base-ft-udpos28-lt 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported80.700
- Dutch Test accuracy on Universal Dependencies v2.8self-reported80.600
- German Test accuracy on Universal Dependencies v2.8self-reported76.000
- Italian Test accuracy on Universal Dependencies v2.8self-reported77.800
- French Test accuracy on Universal Dependencies v2.8self-reported75.500
- Spanish Test accuracy on Universal Dependencies v2.8self-reported79.600
- Russian Test accuracy on Universal Dependencies v2.8self-reported88.900
- Swedish Test accuracy on Universal Dependencies v2.8self-reported81.600
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported76.300
- Danish Test accuracy on Universal Dependencies v2.8self-reported78.900
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported52.000
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported31.600
- Armenian Test accuracy on Universal Dependencies v2.8self-reported84.100
- Welsh Test accuracy on Universal Dependencies v2.8self-reported63.800
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported75.600
- Albanian Test accuracy on Universal Dependencies v2.8self-reported76.800
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported81.400
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported26.700
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported77.100
- Turkish Test accuracy on Universal Dependencies v2.8self-reported74.900
- Finnish Test accuracy on Universal Dependencies v2.8self-reported83.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported78.000
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported88.100
- Polish Test accuracy on Universal Dependencies v2.8self-reported86.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported81.600
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported83.100
- Latin Test accuracy on Universal Dependencies v2.8self-reported78.700
- Old French Test accuracy on Universal Dependencies v2.8self-reported56.100
- Buryat Test accuracy on Universal Dependencies v2.8self-reported64.300
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported22.500
- Korean Test accuracy on Universal Dependencies v2.8self-reported64.600
- Estonian Test accuracy on Universal Dependencies v2.8self-reported81.500
- Croatian Test accuracy on Universal Dependencies v2.8self-reported86.600
- Gothic Test accuracy on Universal Dependencies v2.8self-reported22.600
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported48.100
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.600
- North Sami Test accuracy on Universal Dependencies v2.8self-reported39.800
- Naija Test accuracy on Universal Dependencies v2.8self-reported41.400
- Latvian Test accuracy on Universal Dependencies v2.8self-reported89.000
- Chinese Test accuracy on Universal Dependencies v2.8self-reported34.400
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported73.000
- Bambara Test accuracy on Universal Dependencies v2.8self-reported26.400
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported96.100
- Galician Test accuracy on Universal Dependencies v2.8self-reported81.100
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported65.300
- Greek Test accuracy on Universal Dependencies v2.8self-reported81.800
- Catalan Test accuracy on Universal Dependencies v2.8self-reported76.200
- Czech Test accuracy on Universal Dependencies v2.8self-reported86.500
- Erzya Test accuracy on Universal Dependencies v2.8self-reported48.700
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported50.900
- Thai Test accuracy on Universal Dependencies v2.8self-reported54.500
- Marathi Test accuracy on Universal Dependencies v2.8self-reported82.800
- Basque Test accuracy on Universal Dependencies v2.8self-reported75.600
- Slovak Test accuracy on Universal Dependencies v2.8self-reported88.500
- Kiche Test accuracy on Universal Dependencies v2.8self-reported33.500
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported24.600
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported44.100
- Tamil Test accuracy on Universal Dependencies v2.8self-reported79.100
- Maltese Test accuracy on Universal Dependencies v2.8self-reported25.500
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported65.800
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported80.700
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported32.200
- Urdu Test accuracy on Universal Dependencies v2.8self-reported59.100
- Romanian Test accuracy on Universal Dependencies v2.8self-reported78.600
- Persian Test accuracy on Universal Dependencies v2.8self-reported72.800
- Apurina Test accuracy on Universal Dependencies v2.8self-reported42.000
- Japanese Test accuracy on Universal Dependencies v2.8self-reported22.900
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported76.900
- Hindi Test accuracy on Universal Dependencies v2.8self-reported62.200
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported15.800
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported48.300
- Faroese Test accuracy on Universal Dependencies v2.8self-reported77.300
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported41.000
- Livvi Test accuracy on Universal Dependencies v2.8self-reported67.200
- Arabic Test accuracy on Universal Dependencies v2.8self-reported73.900
- Wolof Test accuracy on Universal Dependencies v2.8self-reported28.000
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported85.900
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported26.000
- Makurap Test accuracy on Universal Dependencies v2.8self-reported17.800
- Kangri Test accuracy on Universal Dependencies v2.8self-reported50.600
- Breton Test accuracy on Universal Dependencies v2.8self-reported60.300
- Telugu Test accuracy on Universal Dependencies v2.8self-reported85.000
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported39.100
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported51.600
- Karelian Test accuracy on Universal Dependencies v2.8self-reported71.300
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported75.700
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported67.000
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported43.000
- Irish Test accuracy on Universal Dependencies v2.8self-reported60.100
- Nayini Test accuracy on Universal Dependencies v2.8self-reported46.200
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported18.800
- Manx Test accuracy on Universal Dependencies v2.8self-reported33.300
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported37.300
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported76.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported34.100
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported89.100
- Serbian Test accuracy on Universal Dependencies v2.8self-reported87.700
- Moksha Test accuracy on Universal Dependencies v2.8self-reported46.300
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported75.400
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported56.200
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported39.200
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported83.300
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported76.600
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported35.400