GitHub

FLEX: False-Less EXecution for Reliable Text-to-SQL Evaluation (NAACL 2025 Main)

FLEX (False-Less EXecution) is a novel approach to evaluating text-to-SQL systems, designed to overcome the limitations of existing metrics such as Execution Accuracy (EX). By leveraging Large ...
GitHub

kurhula/wbbeyourself_MAC-SQL

This is the official repository for the paper "MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL". Config your local environment. conda create -n macsql python=3.9 -y conda activate ...
IEEE

Leveraging Large Language Model for Enhanced Text-to-SQL Parsing

Abstract: Text-to-SQL conversion, the process of generating SQL queries from natural language input, has gained significant attention due to its potential to simplify database interaction. Although ...
IEEE

On the Vulnerabilities of Text-to-SQL Models

Abstract: Although it has been demonstrated that Natural Language Processing (NLP) algorithms are vulnerable to deliberate attacks, the question of whether such weaknesses can lead to software ...
InfoQ

Swiggy Rolls out Hermes V3: from Text-to-SQL to Conversational AI

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...