Few-shot learning for text classification

• 主要作者: Cao, Jianzhe
• 其他作者: Mao Kezhi
• 格式: Thesis-Master by Coursework
• 語言: English
• 出版: Nanyang Technological University 2025
• 主題: Computer and Information Science; Few-shot learning; Sentence-BERT; Llama3.1
• 在線閱讀: https://hdl.handle.net/10356/182917
• 機構: Nanyang Technological University

Few-shot text classification addresses the critical challenge of performing accurate classification in scenarios with limited labeled data, a common constraint in many real-world applications. Motivated by the need to improve model performance under such constraints, this report explores advanced ap...