Minimization of Boolean Complexity in In-Context Concept Learning
Minimization of Boolean Complexity in In-Context Concept Learning
What factors contribute to the relative success and corresponding difficulties of in-context learning for Large Language Models (LLMs)? Drawing on insights from the literature on human concept learning, we test LLMs on carefully designed concept learning tasks, and show that task performance highly correlates with the Boolean complexity of the …