Essays about: "prompt"

Showing result 1 - 5 of 157 essays containing the word prompt.

1. 1. An In-Depth study on the Utilization of Large Language Models for Test Case Generation

   University essay from Umeå universitet/Institutionen för datavetenskap

   Author : Nicole Johnsson; [2024]
   Keywords : Large Language Models; Test Case Generation; Retrieval Augmented Generation; Machine Learning; Generative AI;

   Abstract : This study investigates the utilization of Large Language Models for Test Case Generation. The study uses the Large Language model and Embedding model provided by Llama, specifically Llama2 of size 7B, to generate test cases given a defined input. READ MORE

3. 2. 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

4. 3. Prompt engineering guidelines for LLMs in Requirements Engineering

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

   Author : Simon Arvidsson; Johan Axell; [2023-08-07]
   Keywords : Requirements Engineering; Prompt Engineering; Generative AI; LLM; Prompt Guidelines;

   Abstract : The rapid emergence of large generative AI models has demonstrated their utility across a multitude of tasks. Ensuring the quality and accuracy of the models’ output is done in different ways. In this study, we focused on prompt engineering. READ MORE

5. 4. Exploring the Efficacy of ChatGPT in Generating Requirements: An Experimental Study

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

   Author : Leila Bencheikh; Niklas Höglund; [2023-08-03]
   Keywords : ChatGPT; AI-detector accuracy; requirements; experimental study;

   Abstract : This thesis explores the efficacy of ChatGPT in generating software requirements and compares its performance to human participants through an experimental study. The study addresses three main research questions (RQs), examining how ChatGPT-generated requirements align with human-written requirements, the variation in quality between different versions of ChatGPT using two additional sub-questions that look at improvement in quality from feedback and consistency of quality when the same prompt is queried multiple times, and the capacity of the Content at Scale AI detector in identifying AI-generated requirements. READ MORE

6. 5. Can artificial intelligence replace humans in programming?

   University essay from Mälardalens universitet/Akademin för innovation, design och teknik

   Author : Hampus Ekedahl; Vilma Helander; [2023]
   Keywords : AI; ChatGPT; NLP;

   Abstract : The recent developments in artificial intelligence have brought forth natural language models like ChatGPT, which exhibits abilities in tasks such as language translation, text generation, and interacting conversations. Notably, ChatGPT's ability to generate code has sparked debates regarding the role of artificial intelligence in software engineering and its potential to replace human programmers. READ MORE