Chinese DKPLM (Decomposable Knowledge-enhanced Pre-trained Language Model) for the financial domain
For Chinese natural language processing in specific domains, we provide
Chinese DKPLM (Decomposable Knowledge-enhanced Pre-trained Language Model)
for the financial domain named
pai-dkplm-financial-base-zh
, from our AAAI 2021 paper named
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding
.
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}
}
Runs of alibaba-pai pai-dkplm-financial-base-zh on huggingface.co
48
Total runs
5
24-hour runs
-17
3-day runs
-15
7-day runs
-15
30-day runs
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