Relation Paths
material
ID: relationpaths
Related Papers
Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text
Modeling relation paths has offered sig- nificant gains in embedding models for knowledge base (KB) completion. How- ever, enumerating paths between two en- tities is very expensive, and existing ap- …...
Exploiting Hybrid Semantics of Relation Paths for Multi-hop Question Answering over Knowledge Graphs
AbstractAnswering natural language questions on knowledge graphs (KGQA) remains a great challenge in terms of understanding complex questions via multi-hop reasoning. Previous efforts usually exploit large-scale entity-related text corpus or …...