数据选择Kaggle上的CVE数据集(https://www.kaggle.com/datasets/andrewkronser/cve-common-vulnerabilities-and-exposures)。CVE(Common Vulnerabilities and Exposures)数据集是一个公开的、集中管理的计算机安全漏洞数据库。它提供有关已知安全漏洞的标准化描述和唯一标识符。为简化,这里仅选取前100条数据作为示例。 数据...
Set up your workstation, reduce workplace clutter, maintain a clean namespace, and effortlessly keep your dataset up-to-date. Feature Engineering,Python,SQL Top KDnuggets tweets, May 13-19: Linear algebra and optimization and machine learning: A textbook- May 21, 2020. ...
KaggleDBQA is achallenging cross-domain and complex evaluation dataset of real Web databases, with domain-specific data types, original formatting, and unrestricted questions. It expands upon contemporary cross-domain text-to-SQL datasets in three key aspects: ...
🔹 EDA Practice: Titanic Dataset: A classic dataset for beginner EDA, where you can explore data visualization, missing values, and correlations to predict survival chances. Netflix Movies and TV Shows: Great for exploratory analysis around movie genres, release years, and user ratings. Heart ...
Having a solid evaluation dataset helps answer several critical questions: What is the accuracy of our current Text-to-SQL model? Does it truly address all user problems? Which setup, architecture, and metadata are optimal for our system? Where does the Text-to-SQL system fall short in ...
🔧 Practice Project If you findText2SQLuseful for your research or development, please cite the followingpaper: @misc{zhou2024dbgpthub,title={DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models},author={Fan Zhou and Siqiao Xue and Danrui Qi and Wenhui Shi...
比如question、database、三元组（question，answer（就是SQL）， dataset）、示例examples、model、相似度...
2% over all questions and less than10% over all interaction sequences, indicating that the cross-domain setting and the con-textual phenomena of the dataset present significant challenges for future research. 4 Paper Code RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL ...
DuSQL [paper] [dataset] 2020/11, Baidu proposes a larges-scale and pragmatic Chinese dataset DuSQL for the cross-domain text-toSQL task, containing 200 databases, 813 tables, and 23,797 question/SQL pairs. KaggleDBQA [paper] [code] [dataset] 2021/06, University of Washington and M...
The best model obtains an exact match accuracy of 20. 2% over all questions and less than10% over all interaction sequences, indicating that the cross-domain setting and the con-textual phenomena of the dataset present significant challenges for future research....