Question Answering Technology Based on Text to SQL

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Question Answering Technology Based on Text to SQL

Chetan Arekar1, Vivek Jadhav2 , Rushikesh Gaikwad3 , Ajay Ghumre4

D. Y. Patil Institute Of Engineering & Technology, Pune1-4

Abstract:

Question answering (QA) systems have gained significant attention in recent years due to their ability to retrieve relevant information and provide precise answers to user queries. The advent of text-to-SQL projects has further enhanced the capabilities of QA systems by enabling them to understand and execute SQL queries on structured databases. This research paper aims to explore the development and advancements of question answering technology based on text-to-SQL projects. We discuss the key components, challenges, and methodologies involved in building effective QA systems with text-to-SQL capabilities. Additionally, we evaluate the performance and limitations of existing approaches and propose potential directions for future research.

Keywords: Question answering system, Text-to-SQL, Natural language processing, Structured query language

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