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    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. If we missed any interesting work, feel free to contact us.
      nlpawesometutorialsurveynlp-resourcesfinetuningtext-to-sqlnl2sqldatabatext2sql
      Python
      •17•281•0•0•Updated Jan 4, 2025Jan 4, 2025

    • 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.
      stackoverflowdatasettroubleshooting
      Python
      •0•8•0•0•Updated Dec 30, 2024Dec 30, 2024

    • ChartInsights

      Public
      Officical repository for the paper“ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering”(EMNLP'24)
      visualizationchartdata-sciencedata-visualizationquestion-answeringdata-analysischart-question-answeringchartqa
      Python
      •
      MIT License
      •1•15•0•0•Updated Nov 16, 2024Nov 16, 2024

    • MAR

      Public
      Official repository for the paper “MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering ” (EMNLP'24)
      Python
      •0•15•0•0•Updated Nov 10, 2024Nov 10, 2024

    • HAIChart

      Public
      Official repository for the paper “HAIChart: Human and AI Paired Visualization System” (VLDB'24)
      Python
      •1•26•0•0•Updated Nov 4, 2024Nov 4, 2024

    • StatQA

      Public
      Official repository for the paper “Are Large Language Models Good Statisticians?” [NeurIPS'24]
      Python
      •
      GNU General Public License v3.0
      •0•23•0•0•Updated Oct 10, 2024Oct 10, 2024

    • NL2SQL360

      Public
      Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)
      Python
      •
      MIT License
      •8•87•0•1•Updated Sep 24, 2024Sep 24, 2024

    • DeepEye-APIs

      Public
      APIs of DeepEye. DeepEye: Towards Automatic Data Visualization [ICDE 2018]
      Python
      •20•161•0•0•Updated Sep 9, 2024Sep 9, 2024

    • Vega-Zero

      Public
      Vega-Zero is a sequence-based visualization grammar based on Vega-Lite.
      visualizationvega-litevega-lite-spec
      Jupyter Notebook
      •
      MIT License
      •6•22•0•0•Updated Sep 9, 2024Sep 9, 2024

    • ncNet

      Public
      ncNet is a Transformer-based model for supporting NL2VIS.
      visualizationnatural-languagevega-litevega-zeronl2vis
      Jupyter Notebook
      •15•37•1•1•Updated Sep 9, 2024Sep 9, 2024

    • LineNet-and-LineBench-SIGMOD2023

      Public
      Official repository for the paper “Learned Data-aware Image Representations of Line Charts for Similarity Search” (SIGMOD'23)
      Python
      •1•8•0•0•Updated Jan 17, 2024Jan 17, 2024