Text2SQL

5 parts, in reading order · by Devshree Patel on VisionWizard; each part opens on Medium

  1. Text2SQL — Part 1: Introduction

    Part 1 · Read · Jul 2020 · by Devshree Patel on VisionWizard ↗

    Introduction to the conversion of Natural Language to SQL Text to SQL is a system that converts natural language statements to SQL queries. This can help in …

  2. Text2SQL — Part 2: Datasets

    Part 2 · Read · Jul 2020 · by Devshree Patel on VisionWizard ↗

    Investigating datasets for Text2SQL tasks. You can have data without information, but you cannot have information without data. -Daniel Moran Along with other natural …

  3. Text2SQL — Part 3: Baseline Models

    Part 3 · Read · Jul 2020 · by Devshree Patel on VisionWizard ↗

    Exploring a few baseline models in Text2SQL domain. In this blog, we will explore some of the primitive(baseline) models for performing Text2SQL task. At the time …

  4. Text2SQL — Part 4: State-Of-The-Art Models

    Part 4 · Read · Aug 2020 · by Devshree Patel on VisionWizard ↗

    Understanding State-Of-The-Art models in Text2SQL domain In the last blog, we explored a few baseline models used in Text2SQL domain. These models with …

  5. Text2SQL — Part 5: Final Insights

    Part 5 · Read · Aug 2020 · by Devshree Patel on VisionWizard ↗

    Understanding AllenNLP library and getting final insights in Text2SQL tasks Welcome to the last part of the Text2SQL series! In this article, we will discuss some …

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