Warrant adds learned permission gates g_ij to attention value terms alpha_ij * v_j, improving primary metrics in 27 of 32 comparisons across CTDG, MTPP, RAG, STPP, and TKG tasks.
Towards better dynamic graph learning: New architecture and unified library, in: Ad- vances in Neural Information Processing Systems
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Relevance Is Not Permission: Warranted Attention for Value Contributions
Warrant adds learned permission gates g_ij to attention value terms alpha_ij * v_j, improving primary metrics in 27 of 32 comparisons across CTDG, MTPP, RAG, STPP, and TKG tasks.