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2020 MIND news recomendation first place solution

Jupyter Notebook 97.60% Python 1.80% Shell 0.60%

mind's Introduction

mind

2020 MIND news recomendation first place solution
I do not open source the code for the training loop using utils/melt gezi and husky so the code can not run, sorry(btw you can find some old code of melt from wenzheng/utils).
You can get most model part code from projects/ai/mind/src/model.py
training use sh ./train/v17/body.sh
tfrecord generated in projects/ai/mind/prepare
Code can run on both tf 1.14+ and tf 2.1+

Newst result with AUC 0.7187(Current STOA of MIND 20210104) explained:
我们在赛后刷新了MIND的最佳成绩(AUC 0.7187 20200104)并且在微信公众号介绍了所用的方法：
https://mp.weixin.qq.com/s/7_lSvNrCc_hJPb6giN7OJQ

Document of the MIND contest(AUC 0.7131):
https://docs.google.com/presentation/d/1TCcv4QoCv132ubd78xMxegEM7qRqIIRnF2Wj2oIFP94/edit?usp=sharing

BTW,目前榜一UniUM的成绩太强了，期待能学习。。。

mind's People

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