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    15 repositories

    • AoT-Atom-of-Thoughts

      Public
      Python
      •34•0•0•0•Updated Mar 5, 2025Mar 5, 2025

    • gCCTB

      Public
      gCCTB is a testbed designed to evaluate various concurrency control schemes in GPU environments comprehensively. gCCTB allows for easy and efficient testing of different CC schemes on GPUs using a variety of benchmarks under different configurations.
      Cuda
      •0•1•0•0•Updated Mar 5, 2025Mar 5, 2025

    • 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.
      JavaScript
      •2•6•0•0•Updated Mar 4, 2025Mar 4, 2025

    • 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
      •22•411•0•0•Updated Mar 3, 2025Mar 3, 2025

    • StatQA

      Public
      Official repository for the paper “Are Large Language Models Good Statisticians?” [NeurIPS'24]
      Python
      •
      GNU General Public License v3.0
      •1•25•0•0•Updated Feb 6, 2025Feb 6, 2025

    • VIS-Troubleshooting

      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•9•0•0•Updated Dec 30, 2024Dec 30, 2024

    • MetaGPT

      Public
      🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
      Python
      •
      MIT License
      •5.8k•0•0•0•Updated Dec 18, 2024Dec 18, 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•17•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•29•0•0•Updated Nov 4, 2024Nov 4, 2024

    • NL2SQL360

      Public
      Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?” (VLDB'24)
      Python
      •
      MIT License
      •10•95•1•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
      •18•38•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