@inproceedings{hermany-etal-2026-reproducing, title = "Reproducing the Results, But not the Interpretations: Evidence for Artifacts in Automatic Creativity Scoring with {LLM}s", author = "Hermany, Carl and Momen, Omar and Zarrie{\ss}, Sina", editor = "Arad, Dana and Belinkov, Yonatan and Chen, Hanjie and Feldhus, Nils and Mueller, Aaron and Mohebbi, Hosein and Sarti, Gabriele and Tutek, Martin", booktitle = "Proceedings of the 9th {B}lackbox{NLP} Workshop: Analyzing and Interpreting Neural Networks for {NLP}", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.blackboxnlp-1.68/", pages = "1184--1195", ISBN = "979-8-89176-476-7" }