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

• 主要作者: Soegeng, Hans Farrell
• 其他作者: Thomas Peyrin
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2024
• 主題: Computer and Information Science; Mathematical Sciences; Machine learning; Explainable AI; Large language models
• 在線閱讀: https://hdl.handle.net/10356/175642
• 機構: 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...