Essays about: "GPT-3"

Showing result 1 - 5 of 29 essays containing the word GPT-3.

1. 1. How well can ChatGPT create user stories compared to humans?

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

   Author : Enes Akin; Himank Meattle; [2024-02-29]
   Keywords : ChatGPT; GPT-3.5; user stories; AI; requirements engineering; software engineering; experiment; survey;

   Abstract : User stories are widely used in Agile software development yet in practice they are usually poorly written. Researchers have been conducting studies to explore ways to improve user stories and evaluate their quality, but none of them focuses on the newly released ChatGPT’s abilities to create user stories yet. READ MORE

3. 2. AI: A helping hand for digital marketing agencies? : AI: En hjälpande hand för digitala marknadsföringsbyråer?

   University essay from Malmö universitet/Fakulteten för teknik och samhälle (TS)

   Author : Hampus Ekman; Erik Strand; [2024]
   Keywords : GPT-3; Digital marketing; Artificial intelligence; Efficiency; Streamlining; Processes; Content generation.;

   Abstract : This study evaluates whether generative AI tools built on the language model GPT-3 can streamline the processes of digital marketing agencies. The method used for gathering qualitative data was two sets of semi-structured individual interviews with different digital marketing agencies. READ MORE

4. 3. 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

5. 4. 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

6. 5. The Impact of AI-generated Code on Web Development: A Comparative Study of ChatGPT and GitHub Copilot

   University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknik

   Author : Edvin Fajkovic; Erik Rundberg; [2023]
   Keywords : ChatGPT; Copilot; Ethics; GPT-3; Codex;

   Abstract : Background. Machine learning and artificial intelligence are advancing faster than ever, code generation is becoming a hot topic and is starting to gain traction in the industry. This creates the question, is it possible to create a complete website from scratch using only code generated by AI? Objectives. READ MORE