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Knowledge and language are related through the CoLAKE framework, which integrates both into a shared word-knowledge graph to learn joint contextualized representations as described in [1].
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Practices, opportunities and challenges in the fusion of knowledge ... frontiersin.org 1 fact
referenceCoLAKE (Sun et al., 2020) uses a unified pre-training framework that jointly learns contextualized representations of language and knowledge by integrating them into a shared structure called the word-knowledge graph.