2 papers
cs.CL2026
Business Logic-Driven Text-to-SQL Data Synthesis for Business Intelligence
Jinhui Liu, Ximeng Zhang, Yanbo Ai +1
Evaluating Text-to-SQL agents in private business intelligence (BI) settings is challenging due to the scarcity of realistic, domain-specific data. While synthetic evaluation data…
cs.AI2025
Expert-Guided LLM Reasoning for Battery Discovery: From AI-Driven Hypothesis to Synthesis and Characterization
Shengchao Liu, Hannan Xu, Yan Ai +3
Large language models (LLMs) leverage chain-of-thought (CoT) techniques to tackle complex problems, representing a transformative breakthrough in artificial intelligence (AI). Howe…