Deep Entity Linking via Eliminating Semantic Ambiguity With BERT

Deep Entity Linking via Eliminating Semantic Ambiguity With BERT

Entity linking refers to the task of aligning mentions of entities in the text to their corresponding entries in a specific knowledge base, which is of great significance for many natural language process applications such as semantic text understanding and knowledge fusion. The pivotal of this prob...

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Bibliographic Details
Main Authors: Xiaoyao Yin, Yangchen Huang, Bin Zhou, Aiping Li, Long Lan, Yan Jia
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Entity linking
natural language processing (NLP)
bidirectional encoder representations from transformers (BERT)
deep neural network (DNN)
Online Access:https://ieeexplore.ieee.org/document/8911323/

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