Natural Language Interfaces for Databases with Deep Learning: The Never-Ending Quest for Data Accessibility

Author:   George Katsogiannis-Meimarakis ,  Anna Mitsopoulou ,  Mike Xydas ,  Georgia Koutrika
Publisher:   Springer Nature Switzerland AG
ISBN:  

9783032069047


Pages:   196
Publication Date:   14 November 2025
Format:   Paperback
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Natural Language Interfaces for Databases with Deep Learning: The Never-Ending Quest for Data Accessibility


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Author:   George Katsogiannis-Meimarakis ,  Anna Mitsopoulou ,  Mike Xydas ,  Georgia Koutrika
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032069047


ISBN 10:   3032069041
Pages:   196
Publication Date:   14 November 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Not yet available   Availability explained
This item is yet to be released. You can pre-order this item and we will dispatch it to you upon its release.

Table of Contents

1. Natural Language Interfaces to Databases.- 2. Translating Natural Language Questions to SQL.- 3. Text-to-SQL Architecture.- 4. Text-to-SQL Systems.- 5. Describing SQL Queries in Natural Language.- 6. Multi-turn NLIDBs.- 7. The Code Generation and Summarization Problems.- 8. The Data-to-Text Problem.- 9. Table-to-Text Neural Architecture and Systems.- 10. The Results-to-Text Problem and Systems.- 11. Conclusions.

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Author Information

George Katsogiannis-Meimarakis is a PhD student at the University of Grenoble Alpes and Athena Research Center. His research focuses on empowering data accessibility through AI-driven solutions. He has presented multiple tutorials on Text-to-SQL and NLIDBs at top-level conference and published papers on related topics. His work has been integrated in EU-funded projects focusing on NL Search, Query Explanations, and Dataset Discovery. Anna Mitsopoulou is a PhD student at the Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, and a Research Associate at the Athena Research Center. Her research focuses on enabling database access through natural language. She has published papers in this field, and her work has been integrated into EU-funded and commercial projects on data accessibility. Mike Xydas is a PhD student at the University of Athens, Department of Informatics and Telecommunications, and a Research Associate at the Athena Research Center. He specializes in Natural Language Interfaces to Databases, with a focus on user-friendly interpretation of query results and practical, real-world deployment. He has delivered tutorials on NLIDBs at top conferences, and his work has been implemented in EU-funded projects and commercial AI-powered data accessibility solutions. Georgia Koutrika is a Research Director at the Athena Research Center in Greece. She held research positions at HP Labs, IBM Almaden, and Stanford University. Her work explores how artificial intelligence can transform data management, particularly through conversational interfaces and AI-driven data management techniques. She has published many scientific papers at major conferences and journals. She coordinates or participates in several Horizon Europe research projects on these topics.

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