DataDazzle: Intelligent Data Exploration through Natural Language

For over five decades, enabling non-technical users to access databases without SQL has been a major research focus. Despite recent advances in Text-to-SQL, the primary focus remains on accuracy, often overlooking real-world deployment challenges. This demo presents DataDazzle, a natural language data exploration system. It allows users to query data, review and verify answers, and benefit from recommendations, offering a comprehensive data exploration experience.

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Published
2025-06-17
DOI
https://doi.org/10.1145/3722212.3725094
Primary Topic
Topic Modeling
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article
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article

DataDazzle: Intelligent Data Exploration through Natural Language

Georgia Koutrika, George Katsogiannis-Meimarakis, Antonis Mandamadiotis, Stavroula Eleftherakis et al.
Topic Modeling
article

DataDazzle: Intelligent Data Exploration through Natural Language

Georgia Koutrika, George Katsogiannis-Meimarakis, Antonis Mandamadiotis, Stavroula Eleftherakis, Mike Xydas, Anna Mitsopoulou, Chris Tsapelas
article en

Abstract

For over five decades, enabling non-technical users to access databases without SQL has been a major research focus. Despite recent advances in Text-to-SQL, the primary focus remains on accuracy, often overlooking real-world deployment challenges. This demo presents DataDazzle, a natural language data exploration system. It allows users to query data, review and verify answers, and benefit from recommendations, offering a comprehensive data exploration experience.

National and Kapodistrian University of Athens (GR), Athena Research and Innovation Center In Information Communication & Knowledge Technologies (GR), Université Grenoble Alpes (FR)
Openalex Percentile: Top 93%
Topic Modeling
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DataDazzle: Intelligent Data Exploration through Natural Language — Georgia Koutrika, George Katsogiannis-Meimarakis, et al. · (2025) | TGRS Research Map | TGRS