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Niki Howe

PhD Candidate | Mila, Université de Montréal

Niki Howe is a PhD candidate at Mila and the Université de Montréal, where they also received their MSc. They hold BAs in Math and CS from Williams College and the University of Cambridge, respectively. At FAR.AI, Niki is exploring how scale affects the robustness of LLMs.

Involvement

Exploring Scaling Trends in LLM Robustness

While larger language models exhibit impressive capabilities, they remain vulnerable to adversarial prompts. Empirical findings show that robustness against such attacks significantly improves with adversarial training, but not with model scaling alone.

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