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cs.CL2025
StylOch at PAN: Gradient-Boosted Trees with Frequency-Based Stylometric Features
Jeremi K. Ochab, Mateusz Matias, Tymoteusz Boba +1
This submission to the binary AI detection task is based on a modular stylometric pipeline, where: public spaCy models are used for text preprocessing (including tokenisation, name…
cs.CL2025★ 12 cited
Stylometry recognizes human and LLM-generated texts in short samples
Karol Przystalski, Jan K. Argasiński, Iwona Grabska-Gradzińska +1
The paper explores stylometry as a method to distinguish between texts created by Large Language Models (LLMs) and humans, addressing issues of model attribution, intellectual prop…