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George Drayson

@g_drayson

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Co-founder & Chief AI Officer @ Locai Labs | AI PhD student UCL | MEng Oxford University

London
Joined October 2017
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@g_drayson
George Drayson
10 days
In this work, we analyse how LLM decoding strategies influence collapse dynamics and propose a detector-based resampling method to prevent model collapse. Paper link:
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aclanthology.org
George Drayson, Emine Yilmaz, Vasileios Lampos. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing. 2025.
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@g_drayson
George Drayson
10 days
Excited to be presenting our paper “Machine-generated text detection prevents language model collapse” at EMNLP 2025! 🗓️ I’ll be presenting our work on Friday, Nov 7 10:30–12:00 in the Poster Session in Hall C. #EMNLP2025 #LLMs #NLP #AI
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@g_drayson
George Drayson
3 months
Paper link:
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@g_drayson
George Drayson
3 months
Our paper “Machine-generated text detection prevents language model collapse” has been accepted for presentation at EMNLP 2025 Main Conference Huge thanks to @lampos and Emine Yilmaz for their supervision. Excited to present in Suzhou and connect with the NLP community!
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