Augmenting Named Entity Recognition with Commonsense Knowledge

WS 2019 Gaith DekhiliTan Ngoc LeFatiha Sadat

Commonsense can be vital in some applications like Natural Language Understanding (NLU), where it is often required to resolve ambiguity arising from implicit knowledge and underspecification. In spite of the remarkable success of neural network approaches on a variety of Natural Language Processing tasks, many of them struggle to react effectively in cases that require commonsense knowledge... (read more)

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