Essays about: "information retrieval system"

Showing result 1 - 5 of 95 essays containing the words information retrieval system.

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. Tenant Separation on a multi-tenant microservice platform

   University essay from Lunds universitet/Institutionen för elektro- och informationsteknik

   Author : Axel Sandqvist; [2023]
   Keywords : multitenancy; multi-tenant; multitenant; cloud; cloud storage; IAM; Access control; Technology and Engineering;

   Abstract : Axis Communications wishes to investigate their PaaS system, Axis Connected Services(ACX), with regard to separation of the tenants of the platform to ensure the implemented separation technologies are used correctly and to find out whether more separation is necessary. ACX ties together several previously separate services under a single umbrella, with the goal of improving usability and increasing inter-service functionalities and centralisation of the software products Axis has developed for their devices. 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. Song Popularity Prediction with Deep Learning : Investigating predictive power of low level audio features

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

   Author : Gustaf Holst; Jan Niia; [2023]
   Keywords : machine learning; deep learning; audio;

   Abstract : Today streaming services are the most popular way to consume music, and with this the field of Music Information Retrieval (MIR) has exploded. Tangy market is a music investment platform and they want to use MIR techniques to estimate the value of not yet released songs. READ MORE

6. 5. Exploring Knowledge Vaults with ChatGPT : A Domain-Driven Natural Language Approach to Document-Based Answer Retrieval

   University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

   Author : Mathias Hammarström; [2023]
   Keywords : Human-computer-interaction; NLP; LLM; ChatGPT; Question-Answering; Information-Retrieval.; Människa-dator interaktion; NLP; LLM; ChatGPT; Question-Answering; Information-Retrieval.;

   Abstract : Problemlösning är en viktig aspekt i många yrken. Inklusive fabriksmiljöer, där problem kan leda till minskad produktion eller till och med produktionsstopp. Denna studie fokuserar på en specifik domän: en massafabrik i samarbete med SCA Massa. READ MORE