Mst. Mahfuja Akter

Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories

Knowledge graphs mostly exhibit a mixture of branching relations, e.g., hasFriend, and complex structures, e.g., hierarchy and loop. Most knowledge graph embeddings have problems expressing them, because they model a specific relation r from a head h to tails by starting at the node embedding of h a…