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RandolphVI avatar RandolphVI commented on August 24, 2024

@BowenMu 抱歉回复晚了,数据集应该是用的 CPC 的,关于数据集标签喝原始专利数据的对应不上。原因有那么几个:

  1. U.S CPC 专利的标签和层级结构每年都是在变动,经常会删除和合并一些旧类别,新增一些新类别。
  2. 我自己使用的 CPC 专利数据集是我们实验室当时前几年爬取的,之前是经过师兄师姐处理过后的标签(删除了个别样例可能很少的类别,具体的预先处理过程无法追溯了),自然会导致与 USPTO 官网产生区别。
  3. 最重要的一个原因,Github 项目上面的专利数据所对应的 label 是我自己重新 index 之后的(我自己维护了新的 idx2label 的dict,为了脱敏没有传到 repo 上面),跟 USPTO 官网上肯定是对不上的。

from hierarchical-multi-label-text-classification.

BowenMu avatar BowenMu commented on August 24, 2024

好的,谢谢您的回复

from hierarchical-multi-label-text-classification.

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