Language Models As or For Knowledge Bases

DL4KG 2021 Pre-trained language models (LMs) have recently gained attention for their potential as an alternative to (or proxy for) explicit knowledge bases (KBs). In this position paper, we examine this hypothesis, identify strengths and limitations of both LMs and KBs, and discuss the complementar...

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Hauptverfasser:	Razniewski, Simon, Yates, Andrew, Kassner, Nora, Weikum, Gerhard
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computation and Language Computer Science - Databases
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