Entity Representations
otherentity
ID: entityrepresentations
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A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion
AbstractRecent work has demonstrated that entity representations can be extracted from pre-trained language models to develop knowledge graph completion models that are more robust to the naturally occurring sparsity found …...
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models
AbstractRecent studies have shown that multilingual pretrained language models can be effectively improved with cross-lingual alignment information from Wikipedia entities. However, existing methods only exploit entity information in pretraining and …...