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Dr Dimitra Gkatzia

@dimitrag.bsky.social
39 followers 99 following 3 posts

Associate Professor in AI, based in Edinburgh.

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Dr Dimitra Gkatzia @dimitrag.bsky.social · 23/11/2024
- Uses a multilingual corpus, illustrating results on diverse European languages. - Includes both high-, medium-, and lower-resource languages, i.e. beyond English. - Expands on previous work (Plant et al., 2021) with MDP and CGT techniques.
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Dr Dimitra Gkatzia @dimitrag.bsky.social · 23/11/2024
- Compares privacy-preservation techniques across popular language models. -Analysis demonstrates a significant reduction in relative attack success.
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Dr Dimitra Gkatzia @dimitrag.bsky.social · 23/11/2024
New paper with Richard Plant "You Are What You Write: Author Re-identification Privacy Attacks in the Era of pre-trained Language Models" at Computer Speech & Language: doi.org/10.1016/j.cs...
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