XLM-RoBERTa base Universal Dependencies v2.8 POS tagging: Dutch
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-nl")
model = AutoModelForTokenClassification.from_pretrained("wietsedv/xlm-roberta-base-ft-udpos28-nl")
- Downloads last month
- 13
Dataset used to train wietsedv/xlm-roberta-base-ft-udpos28-nl
Space using wietsedv/xlm-roberta-base-ft-udpos28-nl 1
Evaluation results
- English Test accuracy on Universal Dependencies v2.8self-reported88.800
- Dutch Test accuracy on Universal Dependencies v2.8self-reported97.000
- German Test accuracy on Universal Dependencies v2.8self-reported89.000
- Italian Test accuracy on Universal Dependencies v2.8self-reported89.900
- French Test accuracy on Universal Dependencies v2.8self-reported88.100
- Spanish Test accuracy on Universal Dependencies v2.8self-reported90.500
- Russian Test accuracy on Universal Dependencies v2.8self-reported89.200
- Swedish Test accuracy on Universal Dependencies v2.8self-reported90.700
- Norwegian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Danish Test accuracy on Universal Dependencies v2.8self-reported89.000
- Low Saxon Test accuracy on Universal Dependencies v2.8self-reported58.300
- Akkadian Test accuracy on Universal Dependencies v2.8self-reported22.900
- Armenian Test accuracy on Universal Dependencies v2.8self-reported86.700
- Welsh Test accuracy on Universal Dependencies v2.8self-reported70.200
- Old East Slavic Test accuracy on Universal Dependencies v2.8self-reported73.500
- Albanian Test accuracy on Universal Dependencies v2.8self-reported78.900
- Slovenian Test accuracy on Universal Dependencies v2.8self-reported76.300
- Guajajara Test accuracy on Universal Dependencies v2.8self-reported22.100
- Kurmanji Test accuracy on Universal Dependencies v2.8self-reported78.300
- Turkish Test accuracy on Universal Dependencies v2.8self-reported78.300
- Finnish Test accuracy on Universal Dependencies v2.8self-reported86.200
- Indonesian Test accuracy on Universal Dependencies v2.8self-reported85.400
- Ukrainian Test accuracy on Universal Dependencies v2.8self-reported85.800
- Polish Test accuracy on Universal Dependencies v2.8self-reported86.300
- Portuguese Test accuracy on Universal Dependencies v2.8self-reported90.000
- Kazakh Test accuracy on Universal Dependencies v2.8self-reported83.000
- Latin Test accuracy on Universal Dependencies v2.8self-reported79.000
- Old French Test accuracy on Universal Dependencies v2.8self-reported53.100
- Buryat Test accuracy on Universal Dependencies v2.8self-reported58.400
- Kaapor Test accuracy on Universal Dependencies v2.8self-reported13.800
- Korean Test accuracy on Universal Dependencies v2.8self-reported62.200
- Estonian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Croatian Test accuracy on Universal Dependencies v2.8self-reported87.600
- Gothic Test accuracy on Universal Dependencies v2.8self-reported16.500
- Swiss German Test accuracy on Universal Dependencies v2.8self-reported48.300
- Assyrian Test accuracy on Universal Dependencies v2.8self-reported14.600
- North Sami Test accuracy on Universal Dependencies v2.8self-reported36.500
- Naija Test accuracy on Universal Dependencies v2.8self-reported36.000
- Latvian Test accuracy on Universal Dependencies v2.8self-reported86.600
- Chinese Test accuracy on Universal Dependencies v2.8self-reported47.900
- Tagalog Test accuracy on Universal Dependencies v2.8self-reported73.900
- Bambara Test accuracy on Universal Dependencies v2.8self-reported29.700
- Lithuanian Test accuracy on Universal Dependencies v2.8self-reported85.700
- Galician Test accuracy on Universal Dependencies v2.8self-reported87.400
- Vietnamese Test accuracy on Universal Dependencies v2.8self-reported65.100
- Greek Test accuracy on Universal Dependencies v2.8self-reported86.300
- Catalan Test accuracy on Universal Dependencies v2.8self-reported89.500
- Czech Test accuracy on Universal Dependencies v2.8self-reported87.300
- Erzya Test accuracy on Universal Dependencies v2.8self-reported43.000
- Bhojpuri Test accuracy on Universal Dependencies v2.8self-reported48.500
- Thai Test accuracy on Universal Dependencies v2.8self-reported58.100
- Marathi Test accuracy on Universal Dependencies v2.8self-reported87.700
- Basque Test accuracy on Universal Dependencies v2.8self-reported78.200
- Slovak Test accuracy on Universal Dependencies v2.8self-reported88.200
- Kiche Test accuracy on Universal Dependencies v2.8self-reported28.200
- Yoruba Test accuracy on Universal Dependencies v2.8self-reported19.500
- Warlpiri Test accuracy on Universal Dependencies v2.8self-reported27.900
- Tamil Test accuracy on Universal Dependencies v2.8self-reported84.300
- Maltese Test accuracy on Universal Dependencies v2.8self-reported19.200
- Ancient Greek Test accuracy on Universal Dependencies v2.8self-reported66.300
- Icelandic Test accuracy on Universal Dependencies v2.8self-reported84.300
- Mbya Guarani Test accuracy on Universal Dependencies v2.8self-reported25.600
- Urdu Test accuracy on Universal Dependencies v2.8self-reported68.500
- Romanian Test accuracy on Universal Dependencies v2.8self-reported83.800
- Persian Test accuracy on Universal Dependencies v2.8self-reported78.300
- Apurina Test accuracy on Universal Dependencies v2.8self-reported27.300
- Japanese Test accuracy on Universal Dependencies v2.8self-reported34.100
- Hungarian Test accuracy on Universal Dependencies v2.8self-reported87.200
- Hindi Test accuracy on Universal Dependencies v2.8self-reported73.300
- Classical Chinese Test accuracy on Universal Dependencies v2.8self-reported28.300
- Komi Permyak Test accuracy on Universal Dependencies v2.8self-reported45.100
- Faroese Test accuracy on Universal Dependencies v2.8self-reported78.300
- Sanskrit Test accuracy on Universal Dependencies v2.8self-reported30.300
- Livvi Test accuracy on Universal Dependencies v2.8self-reported63.100
- Arabic Test accuracy on Universal Dependencies v2.8self-reported80.000
- Wolof Test accuracy on Universal Dependencies v2.8self-reported27.700
- Bulgarian Test accuracy on Universal Dependencies v2.8self-reported89.200
- Akuntsu Test accuracy on Universal Dependencies v2.8self-reported28.000
- Makurap Test accuracy on Universal Dependencies v2.8self-reported7.500
- Kangri Test accuracy on Universal Dependencies v2.8self-reported44.900
- Breton Test accuracy on Universal Dependencies v2.8self-reported65.800
- Telugu Test accuracy on Universal Dependencies v2.8self-reported85.700
- Cantonese Test accuracy on Universal Dependencies v2.8self-reported50.700
- Old Church Slavonic Test accuracy on Universal Dependencies v2.8self-reported49.400
- Karelian Test accuracy on Universal Dependencies v2.8self-reported73.500
- Upper Sorbian Test accuracy on Universal Dependencies v2.8self-reported70.900
- South Levantine Arabic Test accuracy on Universal Dependencies v2.8self-reported64.800
- Komi Zyrian Test accuracy on Universal Dependencies v2.8self-reported37.100
- Irish Test accuracy on Universal Dependencies v2.8self-reported68.900
- Nayini Test accuracy on Universal Dependencies v2.8self-reported46.200
- Munduruku Test accuracy on Universal Dependencies v2.8self-reported12.300
- Manx Test accuracy on Universal Dependencies v2.8self-reported35.700
- Skolt Sami Test accuracy on Universal Dependencies v2.8self-reported30.100
- Afrikaans Test accuracy on Universal Dependencies v2.8self-reported88.400
- Old Turkish Test accuracy on Universal Dependencies v2.8self-reported37.100
- Tupinamba Test accuracy on Universal Dependencies v2.8self-reported24.900
- Belarusian Test accuracy on Universal Dependencies v2.8self-reported87.200
- Serbian Test accuracy on Universal Dependencies v2.8self-reported89.000
- Moksha Test accuracy on Universal Dependencies v2.8self-reported41.500
- Western Armenian Test accuracy on Universal Dependencies v2.8self-reported79.000
- Scottish Gaelic Test accuracy on Universal Dependencies v2.8self-reported59.500
- Khunsari Test accuracy on Universal Dependencies v2.8self-reported40.500
- Hebrew Test accuracy on Universal Dependencies v2.8self-reported94.800
- Uyghur Test accuracy on Universal Dependencies v2.8self-reported77.200
- Chukchi Test accuracy on Universal Dependencies v2.8self-reported30.500