RelatE, a real-valued phase-modulus embedding model, achieves the best reported MRR on YAGO3-10 (0.521) but falls far behind RotatE on WN18RR and relies on flawed formal proofs.
Categories of coarse groups: quasi-homomorphisms and functorial coarse structures
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abstract
Coarse geometry is the study of large-scale properties of spaces. In this paper we study group coarse structures (i.e., coarse structures on groups that agree with the algebraic structures), by using group ideals. We introduce a large class of examples of group coarse structures induced by cardinal invariants. In order to enhance the categorical treatment of the subject, we use quasi-homomorphisms, as a large-scale counterpart of homomorphisms. In particular, the localisation of a category plays a fundamental role. We then define the notion of functorial coarse structures and we give various examples of those structures.
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Is Architectural Complexity Overrated? Competitive and Interpretable Knowledge Graph Completion with RelatE
RelatE, a real-valued phase-modulus embedding model, achieves the best reported MRR on YAGO3-10 (0.521) but falls far behind RotatE on WN18RR and relies on flawed formal proofs.