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20242026
most citedText-to-SQL Domain Adaptation via Human-LLM Collaborative Data Annotation

6 citations · 7 across the 5 of their papers we have counts for

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Showing 2024Show all

3 papers · 1 filter

cs.HC2024

SQLucid: Grounding Natural Language Database Queries with Interactive Explanations

Yuan Tian, Jonathan K. Kummerfeld, Toby Jia-Jun Li +1

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 l…

cs.LG2024★ 1 cited

Selective Prompt Anchoring for Code Generation

Yuan Tian, Tianyi Zhang

Recent advances in large language models (LLMs) have transformed software development by automatically generating code from natural language. Yet challenges remain in generating fu…

cs.HC2024

Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies

Zheng Ning, Yuan Tian, Zheng Zhang +2

Querying structured databases with natural language (NL2SQL) has remained a difficult problem for years. Recently, the advancement of machine learning (ML), natural language proces…