作者位次 #2/4ACL 2026Poster· Natural Language Processing
DPC : Training-Free Text-to- SQL Candidate Selection via Dual-Paradigm Consistency
Boyan Li · Ou Ocean Kun Hei · Yue Yu · Yuyu Luo
摘要
While Large Language Models (LLMs) demonstrate impressive proficiency in generating SQL queries, they fundamentally lack the capability to self-evaluate correctness without an execution oracle. This limitation creates a stark Generation-Selection Gap, where high potential accuracy (Pass@K) fails...