metadata
language: zh
pipeline_tag: fill-mask
widget:
- text: 感冒需要吃[MASK]
- text: 人类的[MASK]温是37度
tags:
- bert
license: apache-2.0
Chinese DKPLM (Decomposable Knowledge-enhanced Pre-trained Language Model) for the medical domain
For Chinese natural language processing in specific domains, we provide Chinese DKPLM (Decomposable Knowledge-enhanced Pre-trained Language Model) for the medical domain named pai-dkplm-bert-zh.
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding
Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang
This repository is developed based on the EasyNLP framework: https://github.com/alibaba/EasyNLP developed by the Alibaba PAI team.
Citation
If you find the resource is useful, please cite the following papers in your work.
- For the EasyNLP framework:
@article{easynlp,
title = {EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing}, publisher = {arXiv},
author = {Wang, Chengyu and Qiu, Minghui and Zhang, Taolin and Liu, Tingting and Li, Lei and Wang, Jianing and Wang, Ming and Huang, Jun and Lin, Wei},
url = {https://arxiv.org/abs/2205.00258},
year = {2022}
}
- For DKPLM:
@article{dkplm,
title = {DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding},
author = {Zhang, Taolin and Wang, Chengyu and Hu, Nan and Qiu, Minghui and Tang, Chengguang and He, Xiaofeng and Huang, Jun},
url = {https://arxiv.org/abs/2112.01047},
publisher = {arXiv},
year = {2021}
}