Papers by Maksim Kuprashevich
GigaCheck: Detecting LLM-generated Content via Object-Centric Span Localization (2026.findings-acl)
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Irina Tolstykh, Aleksandra Tsybina, Sergey Yakubson, Aleksandr Gordeev, Vladimir Dokholyan, Maksim Kuprashevich
| Challenge: | GigaCheck is a framework for AI-generated text detection. |
| Approach: | They propose a dual-strategy framework for AI-generated text detection . they leverage representation learning of fine-tuned LLMs to discern authorship . |
| Outcome: | The proposed framework can detect LLM-generated content with high accuracy and accuracy . it can be used in mixed-authorship scenarios and in academic collaborations . |