Time series task extraction from large language models

• المؤلف الرئيسي: Toh, Leong Seng
• مؤلفون آخرون: Thomas Peyrin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Large language models (LLMs); Time-series classification; Zero-shot learning; Rule extraction
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180995

Recent advancements in large language models (LLMs) have shown tremendous potential to revolutionize time series classification. These models possess newly improved capabilities, including impressive zero-shot learning and remarkable reasoning skills, without requiring any additional training...