Essays about: "Text-to-SQL"

Found 2 essays containing the word Text-to-SQL.

1. 1. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Niklas Wretblad; Fredrik Gordh Riseby; [2024]
   Keywords : Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

   Abstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE

3. 2. Streamline searches in a database

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : David Ellerblad Valtonen; André Franzén; [2023]
   Keywords : AI; NLP; ML; Artificial Intelligence; Natural Language Processing; Machine Learning; text-to-sql; seq-to-seq; sequence-to-sequence;

   Abstract : The objective of this thesis is to explore technologies and solutions and see if it is possible to make a logistical flow more efficient. The logistical flow consists of a database containing materiel for purchase or reparation. As of now, searches may either result in too many results, of which several are irrelevant, or no results at all. READ MORE