@inproceedings{kandlinger-etal-2026-llms, title = "Do {LLM}s Give Consistent Opinions? Evaluating Response Reliability Under Varying {L}ikert-Scale Formulations in Survey-Style {MCQA}", author = "Kandlinger, Martin and Ma, Bolei and Haensch, Anna-Carolina and A{\ss}enmacher, Matthias", editor = "Bak, JinYeong and van der Goot, Rob and Jang, Hyeju and Buaphet, Weerayut and Ramponi, Alan and Xu, Wei and Ritter, Alan", booktitle = "Proceedings of the 11th Workshop on Natural User-generated Text", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.wnut-1.6/", pages = "72--88", ISBN = "979-8-89176-470-5" }