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为什么我使用对bird训练的classifier时出现了truncated_dataset.json文件,而且陷入了循环无法结束运行 about resdsql HOT 1 OPEN

Mucalinda2436 avatar Mucalinda2436 commented on July 23, 2024
为什么我使用对bird训练的classifier时出现了truncated_dataset.json文件,而且陷入了循环无法结束运行

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lihaoyang-ruc avatar lihaoyang-ruc commented on July 23, 2024 1

这是RESDSQL实现classifier时的一个bug,当数据库中某个表中的列非常多的时候,推理会陷入循环。这个问题在spider上不存在,因为spider中的表通常比较小,但是bird中的确存在这种极端情况。

我已经在最近工作CodeS中对classifier部分的代码进行了重构,以修复此bug,因为改动较大,所以没有合并到RESDSQL的代码里。

更多细节请参考CodeS中对classifier的训练和推理:https://github.com/RUCKBReasoning/codes

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