IEEE

AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation

Abstract: Recent research in Text-to-SQL translation has primarily adopted in-context learning methods leveraging large language models (LLMs), achieving significant progress. However, these methods ...
IEEE

Text to SQL Transformation Using LLM: A Comparative Research of T5, Seq2Seq, and SQLNet Models

Abstract: The transformation of natural language text into SQL queries is a critical task in the domain of natural language processing and database management. This paper presents a comparative ...
GitHub

SQLDRILLER: Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency

SQLDRILLER is a Text-to-SQL translation correctness checking tool. It introduces and applies Execution Consistency to automatically discover and fix errors in Text-to-SQL datasets, and in Text-to-SQL ...
GitHub

bit.io simple pipeline

This repo is intended to provide a simple pipeline example for getting started with programmtic data ingestion and updates in bit.io. To keep the repo simple, many best practices such as logging, ...