Essays about: "User queries"

Showing result 1 - 5 of 73 essays containing the words User queries.

  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. Big Data and Analytics with Driving  Data : Implementation and Analysis of Data Pipeline and Data Processing Resources

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Ivar Blohm; Erik Jarvis; [2023]
    Keywords : ;

    Abstract : This thesis project was conducted in cooperation with Zenseact for the purpose of investigating the possible usage of Google BigQuery and its capabilities to store and provide insights of large time-series data. An end-to-end data pipeline was built to facilitate the movement of data from Zenseact's local servers and ingestion into BigQuery. READ MORE

  4. 3. Investigations of Free Text Indexing Using NLP : Comparisons of Search Algorithms and Models in Apache Solr

    University essay from Linköpings universitet/Interaktiva och kognitiva system

    Author : Alfred Sundstedt; [2023]
    Keywords : NLP; Apache Solr; Document Retrieval; Context; OpenNLP; BERT;

    Abstract : As Natural Language Processing progresses societal and applications like OpenAI obtain more considerable popularity in society, businesses encourage the integration of NLP into their systems. Both to improve the user experience and provide users with their requested information. READ MORE

  5. 4. Improvements of the syntax of the query language DQL

    University essay from Jönköping University/JTH, Avdelningen för datateknik och informatik

    Author : Mikael Diep; Anestis Cheimonettos; [2023]
    Keywords : DQL; language design; language syntax; query language; syntax; syntaxis; user experience; DQL; språkdesign; språksyntax; query språk; syntax; användarupplevelse;

    Abstract : This thesis focuses on improving the syntax of a query language named DQL(Dynamic Query Language) in order to enhance the user experience and productivity of its users. The study investigates the original state of the query language and identifies areas for improvement in terms of intuitiveness, efficiency, and consistency. READ MORE

  6. 5. Utilizing GPT for Interactive Dialogue-based Learning Scenarios : A Comparative Analysis with Rasa

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Valdimar Björnsson; [2023]
    Keywords : Generative Pretrained Transformer; Rasa; Interactive Tutoring Systems; Conversational AI; Education Technology; Generativ förtränad transformator; Rasa; interaktiva handledningssystem; Conversational AI; Education Technology;

    Abstract : This thesis explores the use of advanced language models, specifically OpenAI’s Generative Pretrained Transformer (GPT), in the context of interactive tutoring systems built within a Unity-based game environment. The central problem addressed is whether the recent advancements in large language models make them feasible and useful to function as tutors specifically in providing meaningful, engaging, and educationally rich user interactions on a dialogue based learning platform developed by Fictive Reality. READ MORE