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Q:如何使用AI算法,出英语试题?
Mixlab:
BERT Summarizer
Wordnet
Conceptnet
可以实现将文章内容进行有效“编码”,并自动生成选择题
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输入:文章
输入文章
使用bert-extractive-summarizer提取文章的摘要
提取关键词
关键词对应摘要的句子
从Wordnet和Conceptnet中得到干扰因素(错误的答案)
输出:试题
- 样例
https://imgconvert.csdnimg.cn/aHR0cHM6Ly9tbWJpei5xcGljLmNuL21tYml6X3BuZy9wTURIaWJwSGxDR2JxM2ZrUWlhcmFUWVpYMXp4TWVmdldTYkhXZUlhQms1dW0wdDBWZHNkWlZXNXdiM0xiclNyMXBySzNpY3hJZHZ6ZDl1MXMwVGt2a2ljRUEvNjQw?x-oss-process=image/format,png" />
项目地址:
https://towardsdatascience.com/practical-ai-automatically-generate-multiple-choice-questions-mcqs-from-any-content-with-bert-2140d53a9bf5
代码库:
https://github.com/ramsrigouthamg/Generate_MCQ_BERT_Wordnet_Conceptnet
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