Beyond Manual Media Coding: Evaluating Large Language Models and Agents for News Content Analysis

Beyond Manual Media Coding: Evaluating Large Language Models and Agents for News Content Analysis

The vast volume of media content, combined with the costs of manual annotation, challenges scalable codebook analysis and risks reducing decision-making accuracy. This study evaluates the effectiveness of large language models (LLMs) and multi-agent teams in structured media content analysis based o...

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Bibliographic Details
Main Authors: Stavros Doropoulos, Elisavet Karapalidou, Polychronis Charitidis, Sophia Karakeva, Stavros Vologiannidis
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
large language models
media content analysis
codebook annotation
multi-agent systems
agentic
Online Access:https://www.mdpi.com/2076-3417/15/14/8059
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