Prompt-based learning for text classification in natural language processing

• Main Author: Xie, Yuanli
• Other Authors: Mao Kezhi
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/182694
• Institution: Nanyang Technological University

Prompt-based learning represents a novel paradigm in natural language processing (NLP) that enables the repurposing of pre-trained models for different kinds of downstream tasks without requiring additional supervised training. As a departure from traditional supervised learning approaches, prompt-b...