We advocate for a strong integration of Computational Creativity (CC) with research in large language and vision models (LLVMs) to address a key limitation of these models, i.e., creative problem solving. We present preliminary experiments showing how CC principles can be applied to address this limitation. Our goal is to foster discussions on creative problem solving in LLVMs and CC at prestigious ML venues. Our code is available at: https://github.com/lnairGT/creative-problem-solving-LLMs
翻译:我们主张将计算创造力(CC)与大型语言和视觉模型(LLVMs)的研究深度融合,以解决这些模型的一个关键局限,即创造性问题解决能力。我们展示了初步实验,说明如何应用CC原则来应对这一局限。我们的目标是在顶尖机器学习会议上促进关于LLVMs与CC中创造性问题解决的讨论。我们的代码发布于:https://github.com/lnairGT/creative-problem-solving-LLMs