Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval - Venhoff, Constantin; Khakzar, Ashkan; Joseph, Sonia; Torr, Philip; Nanda, Neel (Advances in Neural Information Processing Systems, 2025)