Entity Representation
method
ID: entityrepresentation
Related Papers
Neural Text Generation in Stories Using Entity Representations as Context
AbstractWe introduce an approach to neural text generation that explicitly represents entities mentioned in the text. Entity representations are vectors that are updated as the text proceeds; they are designed …...
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AbstractIn standard methodology for natural language processing, entities in text are typically embedded in dense vector spaces with pre-trained models. The embeddings produced this way are effective when fed into …...
Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective
AbstractFew-shot knowledge graph completion (FKGC) has become a new research focus in the field of knowledge graphs in recent years, which aims to predict the missing links for relations that …...