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yumath avatar yumath commented on August 17, 2024

@BoomBaYang [SEP]是BERT中的符号,用于表示sentence间的分隔符,会在一条完整的sentence结尾添加一个[SEP]符号表示句子结束。
你有修改代码吗?如果没有的话,可能的原因是你sentence的长度超过了超参max_seq_len,原sentence被截断为max_seq_len - 1,在最后append [SEP],在解码的时候,把最后一位标记截断。因为要对投入BERT的sentence做字符转换的保护,必然会将最后一位的标记设置为[SEP]。
你可以试一下把max_seq_len增大一点,256或512,但这样会降低模型的解码速度。
另外一种方法就是你自己调整一下训练&测试数据的长度,控制到max_seq_len以下。

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Janeey99 avatar Janeey99 commented on August 17, 2024

原来是这样,我把max_seq_len设置的太小了。谢谢你的回答!

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