Abstract: Multi-class classification talks about classification tasks that have three or more classes. It takes the assumption that every data sample in the dataset is assigned to one and only one ...

Abstract: The advent of Large Language Models (LLMs) has significantly advanced Text-to-SQL tasks in recent years. However, these models still face considerable challenges when applied in practice, ...