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cs.CL2024★ 1 cited
Advancing Interpretability in Text Classification through Prototype Learning
Bowen Wei, Ziwei Zhu
Deep neural networks have achieved remarkable performance in various text-based tasks but often lack interpretability, making them less suitable for applications where transparency…
cs.LG2024
Interpretable Classification via a Rule Network with Selective Logical Operators
Bowen Wei, Ziwei Zhu
We introduce the Rule Network with Selective Logical Operators (RNS), a novel neural architecture that employs \textbf{selective logical operators} to adaptively choose between AND…