Summary of Propaganda to Hate: a Multimodal Analysis Of Arabic Memes with Multi-agent Llms, by Firoj Alam et al.
Propaganda to Hate: A Multimodal Analysis of Arabic Memes with Multi-Agent LLMs
by Firoj Alam, Md. Rafiul Biswas, Uzair Shah, Wajdi Zaghouani, Georgios Mikros
First submitted to arxiv on: 11 Sep 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary This paper explores the intersection of propaganda and hate in memes, a prevalent form of online content. The authors use a multi-agent language model-based approach to study this phenomenon. They extend an existing propagandistic meme dataset with coarse and fine-grained hate labels. The findings suggest an association between propaganda and hate in memes. The authors provide experimental results that can serve as a baseline for future studies. The paper also makes the experimental resources publicly available on GitHub. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary This study looks at how people use funny images (memes) to spread propaganda, hate, or just humor online. Right now, researchers are trying to find ways to detect when memes are used for bad reasons like spreading hate or misinformation. But nobody has really looked at the connection between memes that promote propaganda and those that spread hate. This paper uses a special kind of computer program to study this connection and finds that there is a link between these two types of memes. The authors share their results and will make their data available for other researchers to use. |
Keywords
» Artificial intelligence » Language model
