"feature attribution methods" Papers

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OrdShap: Feature Position Importance for Sequential Black-Box Models

Davin Hill, Brian Hill, Aria Masoomi et al.

NEURIPS 2025oralarXiv:2507.11855

RankSHAP: Shapley Value Based Feature Attributions for Learning to Rank

Tanya Chowdhury, Yair Zick, James Allan

ICLR 2025arXiv:2405.01848
4
citations

Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation

Xuexin Chen, Ruichu Cai, Zhengting Huang et al.

ICML 2024arXiv:2402.08845
5
citations

GiLOT: Interpreting Generative Language Models via Optimal Transport

Xuhong Li, Jiamin Chen, Yekun Chai et al.

ICML 2024