IEEE

Comparing Accuracy and Consistency: LLMs vs. SOTA Deep Learning Models in Text-to-SQL

Abstract: Text-to-SQL is one of the most prominent areas where Large Language Models (LLMs) have seen extensive application. While Text-to-SQL systems using LLMs and pre-trained deep learning models ...
IEEE

Advancing Natural Language to SQL: A Comparative Study of Open Source LLMs on Benchmark Datasets

Abstract: Translating Natural Language to SQL (NL-to-SQL) allows users to communicate with databases using a common language instead of complicated query syntax. This is important as it frees the ...
The Atlantic

States Are Learning the Wrong Lesson From the ‘Mississippi Miracle’

This article was featured in the One Story to Read Today newsletter. Sign up for it here. No story has caught the imagination of education reformers this decade quite like the “Mississippi miracle.” ...