Improving Named Entity Recognition in Vietnamese Texts by a Character-Level Deep Lifelong Learning Model

Named entity recognition (NER) is a fundamental task which affects the performance of its dependent task, e.g. machine translation. Lifelong machine learning (LML) is a continuous learning process, in which the knowledge base accumulated from previous tasks will be used to improve future learning ta...

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Bibliographic Details
Main Authors: Ngoc-Vu Nguyen, Thi-Lan Nguyen, Cam-Van Nguyen Thi, Mai-Vu Tran, Tri-Thanh Nguyen, Quang-Thuy Ha
Format: Article
Language:English
Published: World Scientific Publishing 2019-11-01
Series:Vietnam Journal of Computer Science
Subjects:
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S219688881950026X