Data Intelligence and Analytics Lab @ HKUST(GZ)
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Repositories
- NL2SQL_Handbook Public
[TKDE'25] 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. Official repo for A Survey of Text-to-SQL in the Era of LLMs: Where are we, and where are we going?
HKUSTDial/NL2SQL_Handbook’s past year of commit activity - awesome-data-agents Public
Continuously updated handbook and official repository for our survey on Data Agents.
HKUSTDial/awesome-data-agents’s past year of commit activity - 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"
HKUSTDial/megatran’s past year of commit activity - EllieSQL Public
Official repository for the paper "EllieSQL: Cost-Efficient Text-to-SQL with Complexity-Aware Routing".
HKUSTDial/EllieSQL’s past year of commit activity - nvBench-2.0 Public
This repository contains the source code and data for the nvBench 2.0 benchmark, designed to evaluate Natural Language to Visualization (NL2VIS) systems in scenarios involving ambiguous queries.
HKUSTDial/nvBench-2.0’s past year of commit activity - Alpha-SQL Public
🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"
HKUSTDial/Alpha-SQL’s past year of commit activity - LEAD Public
🐂 🔥Official repository for the paper "LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning".
HKUSTDial/LEAD’s past year of commit activity - NL2SQL-Bugs-Benchmark Public
This is the official repository for NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.
HKUSTDial/NL2SQL-Bugs-Benchmark’s past year of commit activity
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