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Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
Word embeddings have attracted much attention recently.
Towards Better Generalization of Adaptive Gradient Methods
Adaptive gradient methods such as AdaGrad, RMSprop and Adam have been optimizers of choice for deep learning due to their fast training speed.
SpaceE: Knowledge Graph Embedding by Relational Linear Transformation in the Entity Space
Translation distance based knowledge graph embedding (KGE) methods, such as TransE and RotatE, model the relation in knowledge graphs as translation or rotation in the vector space.
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