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Published 20 hours ago • verified publisher icon BrambleXu

ACL-2022-Does BERT Know that the IS-A Relation Is Transitive?

Open BrambleXu opened this issue 2 years ago • 0 comments

Summary:

黑箱的DL模型无法理解任务的复杂度，比如这个提问：can a black-box model make logically consistent predictions for transitive relations? 最近的研究显示预训练后的BERT能捕捉lexicosemantic clues，但是为什么能捕捉确依旧无法证明。为了能检测这一点，设计了一个实验，用BERT对IS-A关系进行预测。结果显示BERT的预测并不能完全遵守IS-A关系的传递性能。

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BrambleXu avatar Jan 24 '23 01:01 BrambleXu