Lawformer

🚀 Lawformer

This repository offers the source code and checkpoints for the paper "Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents", facilitating research and application in the field of Chinese legal long - document processing.

🚀 Quick Start

We've uploaded our model to the Hugging Face model hub. Ensure that you have installed the transformers library.

Basic Usage

>>> from transformers import AutoModel, AutoTokenizer
>>> tokenizer = AutoTokenizer.from_pretrained("thunlp/Lawformer")
>>> model = AutoModel.from_pretrained("thunlp/Lawformer")
>>> inputs = tokenizer("任某提起诉讼，请求判令解除婚姻关系并对夫妻共同财产进行分割。", return_tensors="pt")
>>> outputs = model(**inputs)

📚 Documentation

This repository provides the source code and checkpoints of the paper "Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents". You can download the checkpoint from the Hugging Face model hub or from here.

📄 License

If you use the pre - trained models, please cite this paper:

@article{xiao2021lawformer,
  title={Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents},
  author={Xiao, Chaojun and Hu, Xueyu and Liu, Zhiyuan and Tu, Cunchao and Sun, Maosong},
  year={2021}
}