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Zi-Xuan Chen

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Preprint Sep 2026

From Data Querying to Data Investigations: Rethinking Natural Language Interfaces for Databases

Natural language (NL) interfaces to databases have been optimized for the wrong problem. The dominant Text-to-SQL paradigm assumes that users ask questions that can be answered by single SQL queries. In practice, however, users seek assistance with solving data problems. This requires searching a database by sequences...

Fabian Wenz, Zi-Xuan Chen, Carsten Binnig · 0 citations

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