@article{sciconvbenchbenchmarkingllmsonmultiturnc, title = {SCICONVBENCH: Benchmarking LLMs on Multi-Turn Clarification for Task Formulation in Computational Science}, author = {Nithin Somasekharan and Youssef Hassan and Shiyao Lin and Gihan Panapitiya and Patrick Emami and Anurag Acharya and Sameera Horawalavithana and Shaowu Pan}, year = {2026}, eprint = {2605.18630}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.18630}, }