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VLMs exhibit striking variability in their ability to correct repeated false premises, with some models showing persistent inaccuracies that could mislead users.
HF-SID restores critical geographic and numerical fidelity in Semantic IDs, enabling more accurate generative retrieval in Location-Based Services without increasing identifier length.
ScopeEdit revolutionizes online multimodal editing by ensuring that edits are both reliable and contextually appropriate, minimizing unwanted semantic leakage.
