Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning

Derek Cheng, Dhaval Patel 0002, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu 0007, Nitesh V. Chawla, James Bailey 0001. Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 5853-5854, ACM, 2023. [doi]

Abstract

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