From the 1 of 2 linked papers with an AI index.
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
DeInfer: Efficient Parallel Inferencing for Decomposed Large Language Models
You-Liang Huang, Xinhao Huang, Chengxi Liao +1
Existing works on large language model (LLM) decomposition mainly focus on improving performance on downstream tasks, but they ignore the poor parallel inference performance when t…