2 papers
cs.CL2026
EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise Knowledge
Chengxi Liao, Tao Xu, Zulong Chen +7
The paper presents EntSQL, a benchmark designed to evaluate text-to-SQL models on enterprise tasks that require grounding in long, proprietary business documents, using a bilingual…
cs.CL2026
Knowledge Distillation for Low-Resource Open-source Text-to-SQL Model
Tianhao Qiu, Xiaojun Chen
Text-to-SQL converts natural language questions into executable SQL queries, enabling non-technical users to access relational databases for analytics and intelligent data services…