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chinese-pert-large-open-domain-mrc
qalover/chinese-pert-large-open-domain-mrc
chinese-pert-large-open-domain-mrc is a question answering model from qalover. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as gpl-3.0.
使用中文MRC数据（cmrc2018, webqa与laisi的训练集）训练的chinese-pert-large模型
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- gpl-3.0
- Model type
- bert
- Access
- Public
- Created
- May 28, 2022
- Updated
- Sep 12, 2022
- SHA
- 0dfac903
Try a prompt
Model card
From the Hugging Face model README
基于 chinese-pert-large 训练的面向开放领域MRC 模型
使用中文MRC数据（cmrc2018, webqa与laisi的训练集）训练的chinese-pert-large模型
训练过程
使用了UER-py 进行fine-tuned 加入了包括但不限于摘要、负采样、混淆等数据加强方法 并转换为Huggingface进行上传
| CMRC 2018 Dev | DRCD Dev | SQuAD-Zen Dev (Answerable) | AVG | |
|---|---|---|---|---|
| PERT-large | 74.4/89.8 | 90.3/94. | 62.8/78.8 | 75.9/87.8 |
- Task
- Question Answering
- Library
- transformers
- Type
- bert
- License
- gpl-3.0
- Languages
- zh
- Created
- May 28, 2022
- Updated
- Sep 12, 2022