TrueGPT: can you privately extract algorithms from ChatGPT in tabular classification?

• المؤلف الرئيسي: Soegeng, Hans Farrell
• مؤلفون آخرون: Thomas Peyrin
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Mathematical Sciences; Machine learning; Explainable AI; Large language models
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175642
• المؤسسة: Nanyang Technological University

Recently, it has been shown that Large Language Models (LLMs) achieve impressive zero-shot classification on tabular data, revealing an internal algorithm ALLM without explicit training data. We predict that ALLM will become a standard for tabular data classification, replacing resource-intensive...