Abstract: The advent of Large Language Models (LLMs) has transformed traditional practices in product data science. In this paper, we explore the complete lifecycle of GenAI tools within product data ...

Abstract: This paper proposes a zero-shot Text-to-SQL method based on large language model (LLM) prompt learning, which we call the AMPC-SQL. Specifically, we utilize large models to play two roles: ...

Spider is a large human-labeled dataset for complex and cross-domain semantic parsing and text-to-SQL task (natural language interfaces for relational databases). It is released along with our EMNLP ...

This repository implements the Weighted-AST retrieval with prompting system for SQL-to-Text generation, as described in our research paper "SQL-to-Text Generation with Weighted-AST Few-Shot Prompting" ...