ALPS: Measuring Valid Creativity in Large Language Models with Mathematical Construction

Eric Xie, Wenqian Ye, Aidong Zhang

Large language models produce outputs presented as discoveries - new proofs, conjectures, or molecules. Whether such an output that appears creative is truly original and effective…