"faithfulness evaluation" Papers

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Efficient Automated Circuit Discovery in Transformers using Contextual Decomposition

Aliyah Hsu, Georgia Zhou, Yeshwanth Cherapanamjeri et al.

ICLR 2025arXiv:2407.00886
15
citations

FaCT: Faithful Concept Traces for Explaining Neural Network Decisions

Amin Parchami-Araghi, Sukrut Rao, Jonas Fischer et al.

NEURIPS 2025arXiv:2510.25512
1
citations

F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI

Xu Zheng, Farhad Shirani, Zhuomin Chen et al.

ICLR 2025arXiv:2410.02970
15
citations

Towards Faithful XAI Evaluation via Generalization-Limited Backdoor Watermark

Mengxi Ya, Yiming Li, Tao Dai et al.

ICLR 2024
18
citations

Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQA

Chengen Lai, Shengli Song, Shiqi Meng et al.

AAAI 2024paperarXiv:2312.13594
10
citations