Maximilian Maurer
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mmmaurer.bsky.social
Maximilian Maurer
@mmmaurer.bsky.social
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PhD student at @gesis.org & @hhu.de, computational linguist, researching linguistic factors in (annotation) disagreement and language model behavior.
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mmmaurer.bsky.social
happening in 10min, poster board 40!
November 5, 2025 at 2:50 AM
mmmaurer.bsky.social
👤🆚🤖
Can we use those differences to effectively and interpretably detect LLM-generated argumentative content?

Turns out we can! Linguistic and argumentative “fingerprints” of human written and model-generated arguments are linearly separable!
t-SNE projections showing linear separations of human-written and model-generated arguments, for linguistic features, argument quality dimensions, and both concatenated.
November 3, 2025 at 11:55 PM
mmmaurer.bsky.social
Does AI argue differently than humans? 🤖
The results of our #EMNLP2025 paper suggest so!

@esradonmez.bsky.social and I will present this work in Poster Session 1, 11:00-12:30 on 5th Nov, Hall C3

🧵👇

aclanthology.org/2025.emnlp-m...
Kernel density estimation plots showing differences between human comments and LLMs (GPT, Mistral, and Llama), for two argument quality features (reference and impact) and two linguistic features (TTR and average anticipation). The plots show more variability of humans and more narrow distributions for LLMs, respectively.
November 3, 2025 at 11:55 PM