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LLM-based Detection of Manipulative Political Narratives
Sinclair Schneider, Florian Steuber, Gabi Dreo Rodosek
We present a new computational framework for detecting and structuring manipulative political narratives. A task that became more important due to the shift of political discussion…
Ideology Prediction of German Political Texts
Sinclair Schneider, Florian Steuber, Joao A. G. Schneider +1
Elections represent a crucial milestone in a nation's ongoing development. To better understand the political rhetoric from various movements, ranging from left to right, we propos…
Detection Avoidance Techniques for Large Language Models
Sinclair Schneider, Florian Steuber, Joao A. G. Schneider +1
The increasing popularity of large language models has not only led to widespread use but has also brought various risks, including the potential for systematically spreading fake…
How well can machine-generated texts be identified and can language models be trained to avoid identification?
Sinclair Schneider, Florian Steuber, Joao A. G. Schneider +1
With the rise of generative pre-trained transformer models such as GPT-3, GPT-NeoX, or OPT, distinguishing human-generated texts from machine-generated ones has become important. W…