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Creating Artificial Students that Never Existed: Leveraging Large Language Models and CTGANs for Synthetic Data Generation
In this study, we explore the growing potential of AI and deep learning technologies,
particularly Generative Adversarial Networks (GANs) and Large Language Models (LLMs) …
particularly Generative Adversarial Networks (GANs) and Large Language Models (LLMs) …
Active learning with human heuristics: an algorithm robust to labeling bias
S Ravichandran, N Sudarsanam… - Frontiers in Artificial …, 2024 - frontiersin.org
Active learning enables prediction models to achieve better performance faster by
adaptively querying an oracle for the labels of data points. Sometimes the oracle is a human …
adaptively querying an oracle for the labels of data points. Sometimes the oracle is a human …
Active Learning Methodology in LLMs Fine-Tuning
Active learning (AL) presents a valuable approach for fine-tuning large language models
(LLMs) by optimizing the selection of training data to enhance model performance. This …
(LLMs) by optimizing the selection of training data to enhance model performance. This …