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2025 1

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Authorship Attribution in Multilingual Machine-Generated Texts

cs.CL · 2025-08-03 · conditional · novelty 6.0

A systematic benchmark of multilingual authorship attribution shows fine-tuned LLM detectors exceed 0.9 macro F1 in-language but transfer poorly across languages, with Russian training generalizing better than English.

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  • Authorship Attribution in Multilingual Machine-Generated Texts cs.CL · 2025-08-03 · conditional · none · ref 9

    A systematic benchmark of multilingual authorship attribution shows fine-tuned LLM detectors exceed 0.9 macro F1 in-language but transfer poorly across languages, with Russian training generalizing better than English.