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Author

Jin-Wei Lu

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Review Aug 2026

QueryCraft: A Natural Language-Driven NoSQL Database Querying System Powered by Large Language Models

QueryCraft is an interactive MongoDB interface for non-relational NoSQL document databases through which users ask natural language questions, inspect generated aggregation pipelines, and execute queries without manually writing MongoDB code. The interface includes a nested schema browser, an inspectable program view,...

Jin-Wei Lu, Zhi-Qian Qin, C. Zhang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

VisInteract: Towards Dynamic Interactive Text-to-Visualization under Imperfect Queries

A new paradigm that reframes Text-to-Vis as interaction-driven intent recovery, and the first benchmark for dynamic interactive Text-to-Vis, featuring controlled imperfection injection, a leakage-controlled User Agent for realistic multi-turn feedback, and dual-perspective (code and chart) automated evaluation are intr...

Wenxin Xu, Jin-Wei Lu, Hwanhee Kim et al. · 0 citations

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