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Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey [article]

Xiaokai Wei, Shen Wang, Dejiao Zhang, Parminder Bhatia, Andrew Arnold
2021 arXiv   pre-print
In this paper, we provide a comprehensive survey of the literature on this emerging and fast-growing field - Knowledge Enhanced Pretrained Language Models (KE-PLMs).  ...  Pretrained Language Models (PLM) have established a new paradigm through learning informative contextualized representations on large-scale text corpus.  ...  In this paper, we aim to provide a comprehensive survey on this emerging field of Knowledge Enhanced Pretrained Language Models (KE-PLMs).  ... 
arXiv:2110.08455v1 fatcat:b2nw5jdu7neo3brveddmah6mra