On the data scarcity problem of neural-based named entity recognition

• Main Author: Zhou, Ran
• Other Authors: Erik Cambria
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/173481
• Institution: Nanyang Technological University

The data scarcity problem in neural-based Named Entity Recognition (NER) refers to the challenge of limited annotated data available for training NER models. Collecting and annotating large amounts of labeled data for various languages and domains can be time-consuming, expensive, and sometimes ev...