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license: apache-2.0 |
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## Chinese DKPLM (Decomposable Knowledge-enhanced Pre-trained Language Model) for the medical domain |
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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.** |
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**[DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding](https://arxiv.org/abs/2112.01047)** |
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Taolin Zhang, Chengyu Wang, Nan Hu, Minghui Qiu, Chengguang Tang, Xiaofeng He, Jun Huang |
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This repository is developed based on the EasyNLP framework: [https://github.com/alibaba/EasyNLP ](https://github.com/alibaba/EasyNLP )developed by the Alibaba PAI team. |
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## Citation |
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If you find the resource is useful, please cite the following papers in your work. |
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- For the EasyNLP framework: |
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``` |
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@article{easynlp, |
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title = {EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing}, publisher = {arXiv}, |
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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}, |
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url = {https://arxiv.org/abs/2205.00258}, |
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year = {2022} |
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} |
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``` |
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- For DKPLM: |
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``` |
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@article{dkplm, |
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title = {DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding}, |
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author = {Zhang, Taolin and Wang, Chengyu and Hu, Nan and Qiu, Minghui and Tang, Chengguang and He, Xiaofeng and Huang, Jun}, |
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url = {https://arxiv.org/abs/2112.01047}, |
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publisher = {arXiv}, |
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year = {2021} |
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} |
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``` |
