@article{clarityaframeworkandbenchmarkforconversa, title = {CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems}, author = {Tabinda Sarwar and Farhad Moghimifar and Cong Duy Vu Hoang and Xiaoxiao Ma and Shawn Chang Xu and Fahimeh Saleh and Poorya Zaremoodi and Avirup Sil and Katrin Kirchhoff}, year = {2026}, eprint = {2604.22313}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.22313}, }