Where detectors fail: expert-guided mutual distillation improves robustness to tail-domain gaps
Read the original at arxiv.org→arXiv:2607.26555v1 Announce Type: new Abstract: Multimodal fake news detectors often generalize poorly across domains because they learn to trust unreliable evidence: domain-specific shortcuts amplified by...
Original headline: "Where Detectors Fail: Closing the Tail-Domain Gap with Expert-Guided Mutual Distillation"
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- Jul 30, 04:00 UTC arXiv cs.CL lead source Where Detectors Fail: Closing the Tail-Domain Gap with Expert-Guided Mutual Distillation