"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 2025posterarXiv:2407.00886
14
citations

FaCT: Faithful Concept Traces for Explaining Neural Network Decisions

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

NeurIPS 2025posterarXiv:2510.25512
1
citations

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

Xu Zheng, Farhad Shirani, Zhuomin Chen et al.

ICLR 2025posterarXiv:2410.02970
15
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
9
citations