2 papers
cs.AI2024
DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL
Lixia Wu, Peng Li, Junhong Lou +1
In addressing the pivotal role of translating natural language queries into SQL commands, we propose a suite of compact, fine-tuned models and self-refine mechanisms to democratize…
cs.LG2024
Differentiation of Multi-objective Data-driven Decision Pipeline
Peng Li, Lixia Wu, Chaoqun Feng +3
Real-world scenarios frequently involve multi-objective data-driven optimization problems, characterized by unknown problem coefficients and multiple conflicting objectives. Tradit…