Essays about: "areas of Application"

Showing result 11 - 15 of 1057 essays containing the words areas of Application.

1. 11. 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. 12. Leveraging Large Language Models for Firm-Intelligence: A RAG Framework Approach

   University essay from Lunds universitet/Statistiska institutionen

   Author : Niclas Wölner-Hanssen; [2024]
   Keywords : Artificial Intelligence; Large Language Models; Retrieval Augmented Generation; Retrieval Augmented Generation Assessment; Contrastive Learning; Mathematics and Statistics;

   Abstract : In the wake of OpenAI's release of ChatGPT in November 2022, powered by the 175 billion parameter neural network GPT-3, the potential applications of Large Language Models (LLMs) in various sectors have become evident. One such application lies in hedge funds and trading desks where knowledge sharing is paramount. READ MORE

4. 13. End User Study of an Engineering Design Tool

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Ina Johnson; Ann-Sofie Eriksson; [2023-09-21]
   Keywords : user frustrations; case study; re-engineering;

   Abstract : [Context and Motivation] PROSIT+ Designer is a Volvo Group-developed application focused on operational development for vehicle production. Since its launch, 15 years ago, PROSIT+ Designer has not had any major revisions or updates. [Question/problem] The frustrations from end users are, as a result, piling up. READ MORE

5. 14. Lost in the Metaverse - Navigating Privacy Challenges in the Jurisdiction of Virtual Worlds

   University essay from Göteborgs universitet/Juridiska institutionen

   Author : Adeline Fredriksson; [2023-08-11]
   Keywords : Metaverse; Human rights; Privacy; Jurisdiction;

   Abstract : The Metaverse consists of a set of emerging technologies that could be as disruptive as the internet, enabling seamless integration of our digital and physical lives. While offering a wide array of exciting application areas, the technologies also allow for intrusions on our privacy at a higher level than has ever been possible. READ MORE

6. 15. On Systematically Exploring the State Space for Events with SFCs

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Younis Akel; Gianmarco Iachella; [2023-08-07]
   Keywords : Autonomous driving systems; scenario-based testing; space-filling curve SFC ; characteristic stripe patterns CSP ; permutations; state-space; areas of interest AOI ;

   Abstract : In the process of developing autonomous driving systems (AD systems), ensuring safety remains a constant and continuous priority. Scenario-based testing is a popular approach to guarantee the safety of AD systems, which however meets challenges in terms of diversity and efficiency of generation, as well as evaluating existing test case datasets in terms of their coverage of the different variations of a particular maneuver. READ MORE