HKUST(GZ) Data Intelligence and Analytics Lab

This is the source-code homepage of HKUST(GZ)-DIAL. We are glad to share our code

Pinned Repositories

ChartInsights
Officical repository for the paper“ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering”(EMNLP'24)
Language:Python10 2 21
DeepEye-APIs
APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]
Language:Python161 7 120
HAIChart
Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)
Language:Python24 1 21
LineNet-and-LineBench-SIGMOD2023
Official repository for the paper “Learned Data-aware Image Representations of Line Charts for Similarity Search” (SIGMOD'23)
Language:Python7 1 11
ncNet
ncNet is a Transformer-based model for supporting NL2VIS.
Language:Jupyter Notebook36 3 216
NL2SQL360
Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)
Language:Python76 1 56
NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide practical guidance for researchers and practitioners.
Language:Python197 8 110
StatQA
Official repository for the paper “Are Large Language Models Good Statisticians?” [NeurIPS'24]
Language:Python20 3 00
Vega-Zero
Vega-Zero is a sequence-based visualization grammar based on Vega-Lite.
Language:Jupyter Notebook20 2 16

HKUSTDial/NL2SQL_Handbook
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide practical guidance for researchers and practitioners.
Language:Python197 8 110
HKUSTDial/DeepEye-APIs
APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]
Language:Python161 7 120
HKUSTDial/NL2SQL360
Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)
Language:Python76 1 56
HKUSTDial/ncNet
ncNet is a Transformer-based model for supporting NL2VIS.
Language:Jupyter Notebook36 3 216
HKUSTDial/HAIChart
Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)
Language:Python24 1 21
HKUSTDial/StatQA
Official repository for the paper “Are Large Language Models Good Statisticians?” [NeurIPS'24]
Language:Python20 3 00
HKUSTDial/Vega-Zero
Vega-Zero is a sequence-based visualization grammar based on Vega-Lite.
Language:Jupyter Notebook20 2 16
HKUSTDial/ChartInsights
Officical repository for the paper“ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering”(EMNLP'24)
Language:Python10 2 21
HKUSTDial/LineNet-and-LineBench-SIGMOD2023
Official repository for the paper “Learned Data-aware Image Representations of Line Charts for Similarity Search” (SIGMOD'23)
Language:Python7 1 11