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Showing result 1 - 5 of 196 essays matching the above criteria.

  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

  2. 2. An investigation of the 3-30-300 rule in a Swedish context

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Sebastian Daland; [2023-06-22]
    Keywords : ;

    Abstract : More than half of the world’s population lives in cities and climate change is already an increasing problem in many cities. Climate smart planning is therefore of extra importance and vegetation is considered the single most versatile component to manage climate changes. READ MORE

  3. 3. TECHNOLOGICAL ASSESSMENT OF HYDROGEN (FUTURE SCENARIOS: SOCIOLOGICAL, ENVIRONMENTAL, ECONOMIC, AND ENERGETIC ASPECTS)

    University essay from Göteborgs universitet / Institutionen för biologi och miljövetenskap

    Author : Arturo Martínez Lozano; [2023-03-08]
    Keywords : ;

    Abstract : Nowadays, the term energy transition is coming into vogue, as many countries are adopting the climate change agenda across the world to achieve sustainable development goals and change from nonrenewable energies to those coming from inexhaustible energy sources, that are more efficient and less polluting. Power-to-hydrogen is an auspicious solution for storing variable renewable energies. READ MORE

  4. 4. Analyzing the Influence of Synthetic andAugmented Data on Segmentation Model

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Alex Peschel; [2023]
    Keywords : Artificial Intelligence; Microorganisms; Segmentation; Synthesizing; Augmentation;

    Abstract : The field of Artificial Intelligence (AI) has experienced unprecedented growth in recent years, thanks to the numerous applications related to speech recognition, natural language processing, and computer vision. However, one of the challenges facing AI is the requirement for large amounts of energy, time, and data to be effective and accurate. READ MORE

  5. 5. Procedural generation and weathering of building facades : Replicating shape and distribution of wear-and-tear on real-world building facades

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

    Author : Love Wessman; [2023]
    Keywords : procedural modeling; building facades; wear and tear; procedurell modellering; byggnadsfasader; slitage;

    Abstract : Manual modeling of building facades can be a cumbersome process. Instead, procedurally modeling building facades is a practical and quick way to achieve impressive visual results. This paper presents a method for prototyping 2D facades existing in a 3d environment, with the inclusion of shading-based procedural wear-and-tear. READ MORE