Data Intelligence and Analytics Lab @ HKUST(GZ)
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Repositories
- VisJudgeBench Public
VisJudgeBench: A comprehensive benchmark for aesthetics and quality assessment of visualizations, featuring 3,090 expert-annotated samples with six-dimensional quality scores.
- NL2SQL_Handbook Public
This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.
- awesome-data-agents Public
Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"
- Alpha-SQL Public
🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"
- NL2SQL360 Public
🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”
- NL2SQL-Bugs-Benchmark Public
🔥[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.
- nvBench-2.0 Public
🔥 [NeurIPS'25] nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
- megatran Public
[VLDB'25] Official repo for Paper "Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation"
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