2020-DataFountain-Outbreak-Assistant

2020 DataFountain 疫情政务问答助手

Trick

TODO

• 原始数据集中, 同一个docid可能对应多个的question和answer, 可以选取其中一条数据作为验证集, 其余数据作为训练集.
• 增加 EMA 关键参数: decay (with about 3% improvement)

Reference

[network]
1. https://zhuanlan.zhihu.com/p/109992475
2. https://www.kaggle.com/c/tensorflow2-question-answering/discussion/127409
3. https://www.infoq.cn/article/8FXMeXJBWd67ZtozyHQa [可看可不看]

[github]
1. https://github.com/ewrfcas/QANet_keras
2. https://github.com/AI-confused/COVID19_qa_baseline