基于“Seq2Seq+前缀树”的知识图谱问答

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Text Data & NLPKgCLUE-bert4keras
Overview

KgCLUE-bert4keras

基于“Seq2Seq+前缀树”的知识图谱问答

简介

环境

  • 软件：bert4keras>=0.10.8
  • 硬件：目前的结果是用一张Titan RTX（24G）跑出来的。

运行

  • 第一次运行的时候，会给知识库构建前缀树，然后保存下来，这个过程大概需要30分钟左右；
  • 如果是第二次运行，那么就会自动加载保存好的前缀树，这个过程大概需要5分钟左右；
  • 保存下载的前缀树文件大概1.8G，加载到运行环境中，大概需要30G内存；
  • 每个epoch的训练时间是很快的，反而是验证效果时间比较长，跑完训练和测试，大概需要1～2小时。

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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