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## Citation
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```bib
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@misc{
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title={
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author={Francis Kulumba and
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year={
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eprint={2407.20595},
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archivePrefix={arXiv},
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primaryClass={cs.DL},
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## Citation
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```bib
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@misc{kulumba2026doesauthorshipsignalemerge,
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title={Where Does Authorship Signal Emerge in Encoder-Based Language Models?},
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author={Francis Kulumba and Guillaume Vimont and Laurent Romary and Florian Cafiero},
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year={2026},
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eprint={2605.19908},
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archivePrefix={arXiv},
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primaryClass={cs.CL},
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url={https://arxiv.org/abs/2605.19908},
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}
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```
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```bib
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@misc{kulumba2026halvestcontrastiveretrievallikeauthorshipattribution,
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title={HALvest-Contrastive: Retrieval-Like Authorship Attribution with Patch-Level Late Interaction},
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author={Francis Kulumba and Wissam Antoun and Guillaume Vimont and Laurent Romary and Florian Cafiero},
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year={2026},
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eprint={2407.20595},
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archivePrefix={arXiv},
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primaryClass={cs.DL},
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