Bert Base Han Chinese Pos

🚀 CKIP BERT Base Han Chinese POS

This model offers part - of - speech (POS) tagging for ancient Chinese. Its training dataset spans four eras of the Chinese language.

🚀 Quick Start

This model provides part - of - speech (POS) tagging for the ancient Chinese language. Our training dataset covers four eras of the Chinese language.

✨ Features

• Offers part - of - speech tagging for ancient Chinese.
• Trained on datasets covering four eras of the Chinese language.

📦 Installation

No specific installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

Basic Usage

from transformers import (
  AutoTokenizer,
  AutoModel,
)

tokenizer = AutoTokenizer.from_pretrained("ckiplab/bert-base-han-chinese-pos")
model = AutoModel.from_pretrained("ckiplab/bert-base-han-chinese-pos")

Advanced Usage

>>> from transformers import pipeline
>>> classifier = pipeline("token-classification", model="ckiplab/bert-base-han-chinese-pos")
>>> classifier("帝堯曰放勳")

[{'entity': 'NB1',
  'score': 0.99410427,
  'index': 1,
  'word': '帝',
  'start': 0,
  'end': 1},
 {'entity': 'NB1',
  'score': 0.98874336,
  'index': 2,
  'word': '堯',
  'start': 1,
  'end': 2},
 {'entity': 'VG',
  'score': 0.97059363,
  'index': 3,
  'word': '曰',
  'start': 2,
  'end': 3},
 {'entity': 'NB1',
  'score': 0.9864504,
  'index': 4,
  'word': '放',
  'start': 3,
  'end': 4},
 {'entity': 'NB1',
  'score': 0.9543974,
  'index': 5,
  'word': '勳',
  'start': 4,
  'end': 5}]

📚 Documentation

Homepage

• ckiplab/han-transformers

Training Datasets

The copyright of the datasets belongs to the Institute of Linguistics, Academia Sinica.

• 中央研究院上古漢語標記語料庫
• 中央研究院中古漢語語料庫
• 中央研究院近代漢語語料庫
• 中央研究院現代漢語語料庫

Contributors

• Chin - Tung Lin at CKIP

📄 License

This project is licensed under the GPL - 3.0 license.