metadata
language:
- ain
tags:
- ainu
- token-classification
- pos
- dependency-parsing
license: cc-by-sa-4.0
pipeline_tag: token-classification
widget:
- text: itak=as awa pon rupne aynu ene itaki
- text: イタカㇱ アワ ポン ルㇷ゚ネ アイヌ エネ イタキ
deberta-base-ainu-upos
Model Description
This is a DeBERTa(V2) model pre-trained on Ainu texts (both カタカナ and romanized) for POS-tagging and dependency-parsing, derived from deberta-base-ainu. Every word is tagged by UPOS (Universal Part-Of-Speech).
How to Use
from transformers import AutoTokenizer,AutoModelForTokenClassification
tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/deberta-base-ainu-upos")
model=AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/deberta-base-ainu-upos")
or
import esupar
nlp=esupar.load("KoichiYasuoka/deberta-base-ainu-upos")
See Also
esupar: Tokenizer POS-tagger and Dependency-parser with BERT/RoBERTa/DeBERTa models