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HKUST(GZ) Data Intelligence and Analytics Lab

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

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  1. NL2SQL_Handbook NL2SQL_Handbook Public

    This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners.

    Python 259 13

  2. DeepEye-APIs DeepEye-APIs Public

    APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]

    Python 161 20

  3. NL2SQL360 NL2SQL360 Public

    Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)

    Python 86 7

  4. ncNet ncNet Public

    ncNet is a Transformer-based model for supporting NL2VIS.

    Jupyter Notebook 37 15

  5. HAIChart HAIChart Public

    Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)

    Python 26 2

  6. Vega-Zero Vega-Zero Public

    Vega-Zero is a sequence-based visualization grammar based on Vega-Lite.

    Jupyter Notebook 22 6

Repositories

Showing 10 of 11 repositories
  • NL2SQL_Handbook Public

    This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners.

    HKUSTDial/NL2SQL_Handbook’s past year of commit activity
    Python 259 13 0 0 Updated Dec 17, 2024
  • vistroubleshooting.github.io Public

    Official repository for the paper "VisTroubleshooting: Ask Humans or AI? Exploring Their Roles in Visualization Troubleshooting" 🔍 Through analysis of 889 Vega-Lite cases from Stack Overflow, we provide insights into their respective roles and effectiveness.

    HKUSTDial/vistroubleshooting.github.io’s past year of commit activity
    Python 6 0 0 0 Updated Dec 11, 2024
  • ChartInsights Public

    Officical repository for the paper“ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering”(EMNLP'24)

    HKUSTDial/ChartInsights’s past year of commit activity
    Python 15 MIT 2 0 0 Updated Nov 16, 2024
  • MAR Public

    Official repository for the paper “MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering ” (EMNLP'24)

    HKUSTDial/MAR’s past year of commit activity
    Python 15 0 0 0 Updated Nov 10, 2024
  • HAIChart Public

    Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)

    HKUSTDial/HAIChart’s past year of commit activity
    Python 26 2 0 0 Updated Nov 4, 2024
  • StatQA Public

    Official repository for the paper “Are Large Language Models Good Statisticians?” [NeurIPS'24]

    HKUSTDial/StatQA’s past year of commit activity
    Python 22 GPL-3.0 0 0 0 Updated Oct 10, 2024
  • NL2SQL360 Public

    Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)

    HKUSTDial/NL2SQL360’s past year of commit activity
    Python 86 MIT 7 0 1 Updated Sep 24, 2024
  • DeepEye-APIs Public

    APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]

    HKUSTDial/DeepEye-APIs’s past year of commit activity
    Python 161 20 0 0 Updated Sep 9, 2024
  • Vega-Zero Public

    Vega-Zero is a sequence-based visualization grammar based on Vega-Lite.

    HKUSTDial/Vega-Zero’s past year of commit activity
    Jupyter Notebook 22 MIT 6 0 0 Updated Sep 9, 2024
  • ncNet Public

    ncNet is a Transformer-based model for supporting NL2VIS.

    HKUSTDial/ncNet’s past year of commit activity
    Jupyter Notebook 37 15 1 1 Updated Sep 9, 2024
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