小布助手对话短文本语义匹配的一个baseline

Overview

oppo-text-match

小布助手对话短文本语义匹配的一个baseline

模型

参考:https://kexue.fm/archives/8213

base版本线下大概0.952,线上0.866(单模型,没做K-flod融合)。

训练

测试环境:tensorflow 1.15 + keras 2.3.1 + bert4keras 0.10.0

跑完100epoch可能6小时左右(3090,建议跑完)

预测

from baseline import *
predict_to_file('result.csv')

然后zip result.zip result.csv,最后把result.zip提交即可。

感谢

感谢主办方对本baseline的肯定~

交流

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Owner
苏剑林(Jianlin Su)
科学爱好者
苏剑林(Jianlin Su)
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