Yuan Tian

schoolPurdue Universitybar_chart#10024 Global Rank

Total Papers

HCI Rank

#10024

Research Areas

Years Active

Recent Publications

Text-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

Text-to-SQL models, which parse natural language (NL) questions to executable SQL queries, are increasingly adopted in real-world applications. However, deploying such models in the real world often requires adapting them to the highly specialized database schemas used in specific applications. We observe that the per…

UIST '241st AuthorExplainable AI (XAI) +1

SQLucid: Grounding Natural Language Database Queries with Interactive Explanations

Though recent advances in machine learning have led to significant improvements in natural language interfaces for databases, the accuracy and reliability of these systems remain limited, especially in high-stakes domains. This paper introduces SQLucid, a novel user interface that bridges the gap between non-expert us…

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