Dr. No: Feature Steering for Abstention in Vision-Language Models
arXiv:2611.03862v1 Announce Type: new Abstract: Large foundation models often answer even when the available visual or textual evidence is insufficient to support a reliable conclusion. This failure to abstain makes them hard to trust in high-stakes or information-seeking settings, where a confiden…
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- 2026-11-04 05:00 · arXiv cs.LG
Dr. No: Feature Steering for Abstention in Vision-Language Models