conftrace_

explanation robustness

6 papers

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Co-occurring keywords · papers mentioning both

model stability (2) data-driven explanation (1) black-box explanation (1) token-level explanation (1) explanation stability (1) machine learning explanation (1) trade-off optimization (1) leave-one-out occlusion (1) cross-architecture comparison (1) top-token flip rate (1)

Papers

Robust Explanations for User Trust in Enterprise NLP Systems ACL 2026 Transparent Trade-offs between Properties of Explanations UAI 2025 Investigating the Impact of Model Instability on Explanations and Uncertainty ACL 2024 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 Robust and Stable Black Box Explanations ICML 2020 SAM: The Sensitivity of Attribution Methods to Hyperparameters CVPR 2020