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

• المؤلف الرئيسي: Zhou, Ran
• مؤلفون آخرون: Erik Cambria
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/173481

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...