Oracle（甲骨文）

CLARITY: A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL2SQL Systems

CLARITY：一种用于交互式NL2SQL系统中对话语言歧义和不可回答性的框架和基准

Tabinda Sarwar, Farhad Moghimifar, Cong Duy Vu Hoang, Xiaoxiao Ma, Shawn Chang Xu, Fahimeh Saleh, Poorya Zaremoodi, Avirup Sil, Katrin Kirchhoff

机构 * Oracle Corporation（Oracle公司） 纠错

AI总结 CLARITY框架通过多维度歧义和用户行为生成NL2SQL基准，揭示现有系统在复杂歧义下的性能下降，强调需增强歧义检测与解决能力。

Comments Accepted at ACL 2026 (Industry Track)