作者位次 #2/9ACL 2026Poster· ACL Industry Track
CLARITY : A Framework and Benchmark for Conversational Language Ambiguity and Unanswerability in Interactive NL 2 SQL Systems
Tabinda Sarwar · Farhad Moghimifar · Cong Duy Vu Hoang · Xiaoxiao Ma · Shawn Chang Xu · Fahimeh Saleh · Poorya Zaremoodi · Avirup Sil · Katrin Kirchhoff
摘要
NL2SQL systems deployed in industry settings often encounter ambiguous or unanswerable queries, particularly in interactive scenarios with incomplete user clarification. Existing benchmarks typically assume a single source of ambiguity and rely on user interaction for resolution, overlooking real...