"shortcut learning" Papers

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TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models

Maya Varma, Jean-Benoit Delbrouck, Sophie Ostmeier et al.

NEURIPS 2025oralarXiv:2512.01048

Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection

Herun Wan, Jiaying Wu, Minnan Luo et al.

NEURIPS 2025arXiv:2506.02350
6
citations

TACIT: A Target-Agnostic Feature Disentanglement Framework for Cross-Domain Text Classification

Rui Song, Fausto Giunchiglia, Yingji Li et al.

AAAI 2024paperarXiv:2312.17263
9
citations