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gpt2-base-japanese-upos
KoichiYasuoka/gpt2-base-japanese-upos
gpt2-base-japanese-upos is a token classification model from KoichiYasuoka. Use it when you need labels on individual words, such as names. The card lists the license as cc-by-sa-4.0.
This is a GPT-2 model for POS-tagging and dependency-parsing, derived from gpt2-base-japanese-v2. Every short-unit-word is tagged by UPOS (Universal Part-Of-Speech) and FEATS.
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At a glance
- Task
- Token Classification
- License
- cc-by-sa-4.0
- Model type
- gpt2
- Access
- Public
- Created
- Oct 10, 2024
- Updated
- Jan 22, 2026
- SHA
- b16971c9
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Base models
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Model card
From the Hugging Face model README
gpt2-base-japanese-upos
Model Description
This is a GPT-2 model for POS-tagging and dependency-parsing, derived from gpt2-base-japanese-v2. Every short-unit-word is tagged by UPOS (Universal Part-Of-Speech) and FEATS.
How to Use
from transformers import pipeline
nlp=pipeline("upos","KoichiYasuoka/gpt2-base-japanese-upos",trust_remote_code=True,aggregation_strategy="simple")
print(nlp("国境の長いトンネルを抜けると雪国であった。"))
or
import esupar
nlp=esupar.load("KoichiYasuoka/gpt2-base-japanese-upos")
print(nlp("国境の長いトンネルを抜けると雪国であった。"))
See Also
esupar: Tokenizer POS-tagger and Dependency-parser with BERT/RoBERTa/DeBERTa/GPT models
- Task
- Token Classification
- Type
- gpt2
- License
- cc-by-sa-4.0
- Languages
- ja
- Created
- Oct 10, 2024
- Updated
- Jan 22, 2026