(Poster) What We Measure When We Measure LLM Creativity

There has been an explosion of interest in understanding LLM creativity. A review of current literature suggests that exactly what creativity is and how to measure it remains unclear, with further disagreement regarding how to apply existing research in human creativity to artificial intelligence. This poster provides an overview of recent approaches used in computing and recommends future directions by integrating findings from philosophy and psychology. Measures in scope are those with the goal of assessing LLM response creativity and what factors influence more or less apparent creativity in response output.