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turing_test's Introduction

Turing test

两部分:30位同学

Part 1:机器写的或者是人写的

  1. 挑选我们的模型生成的单张图的质量好一点的50篇摘要
  2. 随意选取数据集给的gt的50篇摘要(不需要对应)
  3. 打乱顺序让评判者评判每一个样本是否是人写的
  4. 最后分析gt中有多少被判为人写的,模型生成中有多少被判为人写的

Part 2:哪一个写的更好

  1. 挑选我们的模型生成的组合图的质量好一点的50篇摘要
  2. 挑选对应的50篇摘要用SOTA模型生成的(需要对应)
  3. 让评判者对应两个选择哪一个写的更好(根据语法 流畅度 逻辑)

Usage

  1. test the whole validation

    python eval.py dataset/single_our.txt dataset/single_gt.txt
    
  2. choose the top-50 bleu_4 using the gt; the output file will be saved in the results

    python eval_single.py dataset/single_our.txt dataset/single_gt.txt
    
  3. choose the top-100 from group_graph

    python eval_group.py dataset/group_our_1w.txt
    

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