Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 11 of 11 for “"large language models (LLM)"”.
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Engineering data-sharing practices for a fair and trustworthy AI
… has identified the data used to train these models as one of the causes of these issues. The research community has proposed guidelines to detect the dimensions that can generate these discriminatory behaviors. However, these proposals lack a set structure, restricting their computation and …
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Automated Social Science: Language Models as Scientist and Subjects
… is made possible by recent advances in large language models (LLM), but the key feature of the approach is the use of structural causal models. Structural causal models provide a language to state hypotheses, a blueprint for constructing LLM-based agents, an experimental design, and a …
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SensorsConnect: World Wide Web for Internet of Things
… Search Engine (IoT-ASE) that leverages the Large Language Models (LLM) models and Retrieval Augmented Generation (RAG) techniques. It also introduces the IoT-Retrieval Augmented Generation Search Engine (IoT-RAG-SE) and deploys it as an agent within IoT-ASE. Furthermore, it discusses a …
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Last-Meter Delivery: Solving the Unattended Delivery Challenge from Streets to Doorsteps
… thesis proposes a methodology for implementing Large Language Model (LLM), and Vision Language Model (VLM) to enable delivery robots to identify the final delivery target and navigate the complex terrain from the curb to the front door. The proposed solution aims to enhance the autonomy and …
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Automated and Provable Privatization for Black-Box Processing
… implementations, a framework is established that models leakage as the output of a black-box processing function and produces rigorous privacy analysis based entirely on end-to-end simulation. At a high level, we demonstrate the following results: Given access to the underlying black-box secret …
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Knowledge Graphs and Large Language Models for Intelligent Applications in the Tourism Domain
… various sectors. Among these advancements, Large Language Models (LLM) stand out as transformative technologies in many domains. This thesis delves into an integrative exploration, juxtaposing the structured world of KGs and the raw data reservoirs of Data Lakes, together with a focus on …
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Automated Self-Admitted Technical Debt Tracking, Classification, and Repayment for Sustainable Software Development
… An empirical study of SATD across programming languages to analyze its prevalence, deletion ratio, lifespan, and other characteristics. For SATD identification and classification, we investigate the effectiveness of large language models (LLMs) across different settings, including in-context …
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USING ARTIFICIAL INTELLIGENCE FOR DETECTING DISCRIMINATORY LANGUAGE
The rapid expansion of generative AI and large language models (LLM) has transformed how individuals and institutions communicate online. While these systems offer powerful capabilities for understanding natural language and generating natural language text, their ability to reliably detect …
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Nástroj pro efektivní označování témat v textových kolekcích
… semAnt, který integruje velké jazykové modely (LLM) a vektorové databáze pro realizaci asistovaného kódování v architektuře „Human-in-the-loop“ s využitím sémantického vyhledávání. Evaluace na historických periodikách prokázala nárůst informační výtěžnosti o 27,1 % a průměrnou úsporu času o 9,5 …
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Analysing and Mitigating Classification Bias for Text-based Foundation Models
… Text classification is a standard natural language processing (NLP) task with various applicability in many domains, such as analysing the evolving sentiment of users on a platform, identifying and filtering fraudulent reviews, or extracting useful features in a pipeline. While text …