A Multimodal Framework Embedding Retrieval-Augmented Generation with MLLMs for Eurobarometer Data

A Multimodal Framework Embedding Retrieval-Augmented Generation with MLLMs for Eurobarometer Data

This study introduces a multimodal framework integrating retrieval-augmented generation (RAG) with multimodal large language models (MLLMs) to enhance the accessibility, interpretability, and analysis of Eurobarometer survey data. Traditional approaches often struggle with the diverse formats and la...

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Bibliographic Details
Main Authors: George Papageorgiou, Vangelis Sarlis, Manolis Maragoudakis, Christos Tjortjis
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:AI
Subjects:
Eurobarometer
ethical AI
data analysis
generative artificial intelligence (GAI)
image analysis
multimodal large language models (MLLMs)
Online Access:https://www.mdpi.com/2673-2688/6/3/50
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