Task-Driven Neural Natural Language Interface to Database

Yuquan Yang, Qifan Zhang, Junjie Yao

Abstract: Natural language querying offers an intuitive and user-friendly interface. A Natural Language Interface over databases, often termed as “Text-to-SQL”, involves translating a query posed in natural language into a corresponding SQL query for structured databases. A significant number of recent methodologies, anchored in the pre-trained language model and encode-decode paradigms, have been developed to address this task. Yet, existing approaches often grapple with generating accurate SQL queries, especially in scenarios that involve multiple values and intricate column calculations.

External IDs:dblp:conf/wise/YangZY23